#Link to video presentation: https://youtu.be/HbXR6Fg7o4U

#Loaded in every library needed for this analysis

library(ggplot2)
library(stringi)
library(readxl)
library(XML)
library(rvest)
library(naniar)
library(e1071)
library(caret)
## Loading required package: lattice
library(class)
library(tidyverse)
## -- Attaching packages --------------------------------------- tidyverse 1.3.2
## --
## v tibble  3.1.8      v dplyr   1.0.10
## v tidyr   1.2.1      v stringr 1.5.0 
## v readr   2.1.3      v forcats 0.5.2 
## v purrr   1.0.1      
## -- Conflicts ------------------------------------------ tidyverse_conflicts() --
## x dplyr::filter()         masks stats::filter()
## x readr::guess_encoding() masks rvest::guess_encoding()
## x dplyr::lag()            masks stats::lag()
## x purrr::lift()           masks caret::lift()
library(GGally)
## Registered S3 method overwritten by 'GGally':
##   method from   
##   +.gg   ggplot2
library(stringr)
library(dplyr)
library(tidyr)
library(knitr)
library(rmarkdown)
library(psych)
## Warning: package 'psych' was built under R version 4.2.3
## 
## Attaching package: 'psych'
## 
## The following objects are masked from 'package:ggplot2':
## 
##     %+%, alpha
library(Metrics)
## Warning: package 'Metrics' was built under R version 4.2.3
## 
## Attaching package: 'Metrics'
## 
## The following objects are masked from 'package:caret':
## 
##     precision, recall
library(plotly)
## 
## Attaching package: 'plotly'
## 
## The following object is masked from 'package:ggplot2':
## 
##     last_plot
## 
## The following object is masked from 'package:stats':
## 
##     filter
## 
## The following object is masked from 'package:graphics':
## 
##     layout

#Imported CaseStudy2-data.csv file

#Reading in employee data
employee = read.csv(file.choose(), header = TRUE)
employee
##      ID Age Attrition    BusinessTravel DailyRate             Department
## 1     1  32        No     Travel_Rarely       117                  Sales
## 2     2  40        No     Travel_Rarely      1308 Research & Development
## 3     3  35        No Travel_Frequently       200 Research & Development
## 4     4  32        No     Travel_Rarely       801                  Sales
## 5     5  24        No Travel_Frequently       567 Research & Development
## 6     6  27        No Travel_Frequently       294 Research & Development
## 7     7  41        No     Travel_Rarely      1283 Research & Development
## 8     8  37        No     Travel_Rarely       309                  Sales
## 9     9  34        No     Travel_Rarely      1333                  Sales
## 10   10  34        No Travel_Frequently       653 Research & Development
## 11   11  43        No     Travel_Rarely       823 Research & Development
## 12   12  28        No        Non-Travel       280        Human Resources
## 13   13  35        No     Travel_Rarely       950 Research & Development
## 14   14  30        No     Travel_Rarely       202                  Sales
## 15   15  46        No     Travel_Rarely       991        Human Resources
## 16   16  31        No        Non-Travel      1188                  Sales
## 17   17  32        No     Travel_Rarely       498 Research & Development
## 18   18  46        No        Non-Travel      1144 Research & Development
## 19   19  34        No     Travel_Rarely       181 Research & Development
## 20   20  44        No     Travel_Rarely       170 Research & Development
## 21   21  36        No     Travel_Rarely       913 Research & Development
## 22   22  48        No     Travel_Rarely       817                  Sales
## 23   23  43        No Travel_Frequently      1001 Research & Development
## 24   24  31        No Travel_Frequently       715                  Sales
## 25   25  33        No     Travel_Rarely      1069 Research & Development
## 26   26  44        No     Travel_Rarely      1099                  Sales
## 27   27  38        No     Travel_Rarely      1245                  Sales
## 28   28  33       Yes     Travel_Rarely       603                  Sales
## 29   29  53       Yes     Travel_Rarely      1168                  Sales
## 30   30  52        No        Non-Travel       715 Research & Development
## 31   31  32        No Travel_Frequently       689                  Sales
## 32   32  33        No     Travel_Rarely       267 Research & Development
## 33   33  46        No     Travel_Rarely       488                  Sales
## 34   34  35        No     Travel_Rarely       982 Research & Development
## 35   35  32        No     Travel_Rarely      1373 Research & Development
## 36   36  32        No Travel_Frequently      1311 Research & Development
## 37   37  35       Yes     Travel_Rarely       737                  Sales
## 38   38  36       Yes     Travel_Rarely      1456                  Sales
## 39   39  56        No     Travel_Rarely       206        Human Resources
## 40   40  31        No Travel_Frequently       793                  Sales
## 41   41  58        No        Non-Travel       350                  Sales
## 42   42  45        No     Travel_Rarely       954                  Sales
## 43   43  49        No     Travel_Rarely       464 Research & Development
## 44   44  42        No     Travel_Rarely      1059 Research & Development
## 45   45  23        No     Travel_Rarely       373 Research & Development
## 46   46  42        No Travel_Frequently       748 Research & Development
## 47   47  32       Yes     Travel_Rarely       964                  Sales
## 48   48  38        No     Travel_Rarely       770                  Sales
## 49   49  18       Yes Travel_Frequently      1306                  Sales
## 50   50  27        No        Non-Travel       691 Research & Development
## 51   51  38        No     Travel_Rarely       362 Research & Development
## 52   52  58        No     Travel_Rarely      1055 Research & Development
## 53   53  44        No     Travel_Rarely      1117 Research & Development
## 54   54  45        No        Non-Travel       805 Research & Development
## 55   55  31        No     Travel_Rarely       746 Research & Development
## 56   56  41        No     Travel_Rarely       548 Research & Development
## 57   57  42       Yes Travel_Frequently       933 Research & Development
## 58   58  29        No     Travel_Rarely      1370 Research & Development
## 59   59  37        No        Non-Travel       728 Research & Development
## 60   60  25       Yes Travel_Frequently       599                  Sales
## 61   61  36       Yes     Travel_Rarely       530                  Sales
## 62   62  36        No     Travel_Rarely       325 Research & Development
## 63   63  31        No     Travel_Rarely      1154                  Sales
## 64   64  18        No        Non-Travel      1431 Research & Development
## 65   65  24       Yes     Travel_Rarely       984 Research & Development
## 66   66  32        No     Travel_Rarely       334 Research & Development
## 67   67  35        No     Travel_Rarely      1017 Research & Development
## 68   68  23        No     Travel_Rarely       571 Research & Development
## 69   69  35        No Travel_Frequently       664 Research & Development
## 70   70  37        No     Travel_Rarely      1372 Research & Development
## 71   71  41        No     Travel_Rarely       642 Research & Development
## 72   72  28        No     Travel_Rarely       866                  Sales
## 73   73  35       Yes     Travel_Rarely       556 Research & Development
## 74   74  41        No     Travel_Rarely       167 Research & Development
## 75   75  52       Yes     Travel_Rarely      1030                  Sales
## 76   76  30        No Travel_Frequently       721 Research & Development
## 77   77  34        No     Travel_Rarely       971                  Sales
## 78   78  46        No     Travel_Rarely       563                  Sales
## 79   79  45        No        Non-Travel      1052                  Sales
## 80   80  31        No     Travel_Rarely      1276 Research & Development
## 81   81  37       Yes     Travel_Rarely      1141 Research & Development
## 82   82  35        No     Travel_Rarely      1370 Research & Development
## 83   83  38        No Travel_Frequently       508 Research & Development
## 84   84  37        No     Travel_Rarely      1319 Research & Development
## 85   85  36        No     Travel_Rarely       429 Research & Development
## 86   86  59        No     Travel_Rarely       715 Research & Development
## 87   87  47        No     Travel_Rarely       703                  Sales
## 88   88  35       Yes     Travel_Rarely       622 Research & Development
## 89   89  27        No Travel_Frequently       994                  Sales
## 90   90  46        No     Travel_Rarely       705                  Sales
## 91   91  38        No Travel_Frequently      1490 Research & Development
## 92   92  29       Yes     Travel_Rarely       408                  Sales
## 93   93  37       Yes     Travel_Rarely      1373 Research & Development
## 94   94  35        No     Travel_Rarely       670 Research & Development
## 95   95  50        No     Travel_Rarely      1452 Research & Development
## 96   96  42        No     Travel_Rarely       635                  Sales
## 97   97  46        No     Travel_Rarely       228                  Sales
## 98   98  37        No        Non-Travel      1040 Research & Development
## 99   99  29        No Travel_Frequently       410 Research & Development
## 100 100  34        No     Travel_Rarely       401 Research & Development
## 101 101  27        No     Travel_Rarely      1377 Research & Development
## 102 102  31        No     Travel_Rarely       326                  Sales
## 103 103  34        No        Non-Travel      1381                  Sales
## 104 104  23        No     Travel_Rarely       885 Research & Development
## 105 105  53        No     Travel_Rarely       447 Research & Development
## 106 106  26        No     Travel_Rarely      1384 Research & Development
## 107 107  29        No        Non-Travel      1496 Research & Development
## 108 108  55        No     Travel_Rarely       189        Human Resources
## 109 109  46       Yes     Travel_Rarely       261 Research & Development
## 110 110  32        No     Travel_Rarely       529 Research & Development
## 111 111  28        No Travel_Frequently       773 Research & Development
## 112 112  52        No     Travel_Rarely      1053 Research & Development
## 113 113  52        No     Travel_Rarely       994 Research & Development
## 114 114  35        No        Non-Travel      1225 Research & Development
## 115 115  35        No     Travel_Rarely      1361                  Sales
## 116 116  37        No        Non-Travel      1252                  Sales
## 117 117  25        No     Travel_Rarely      1356                  Sales
## 118 118  29        No     Travel_Rarely      1378 Research & Development
## 119 119  41        No     Travel_Rarely       465 Research & Development
## 120 120  34        No     Travel_Rarely       404 Research & Development
## 121 121  36        No        Non-Travel       427 Research & Development
## 122 122  21        No     Travel_Rarely       501                  Sales
## 123 123  45        No     Travel_Rarely       930                  Sales
## 124 124  38        No     Travel_Rarely       243                  Sales
## 125 125  29        No Travel_Frequently       442                  Sales
## 126 126  35        No     Travel_Rarely      1224                  Sales
## 127 127  32       Yes Travel_Frequently      1125 Research & Development
## 128 128  45        No     Travel_Rarely       556 Research & Development
## 129 129  43        No     Travel_Rarely       930 Research & Development
## 130 130  46        No     Travel_Rarely      1319                  Sales
## 131 131  29        No     Travel_Rarely       991                  Sales
## 132 132  49        No     Travel_Rarely      1313                  Sales
## 133 133  42        No Travel_Frequently      1368 Research & Development
## 134 134  39        No     Travel_Rarely       492 Research & Development
## 135 135  43        No Travel_Frequently       559 Research & Development
## 136 136  40        No Travel_Frequently       791 Research & Development
## 137 137  29       Yes     Travel_Rarely       805 Research & Development
## 138 138  54        No     Travel_Rarely      1441 Research & Development
## 139 139  39       Yes     Travel_Rarely      1122 Research & Development
## 140 140  37        No     Travel_Rarely      1189                  Sales
## 141 141  56        No     Travel_Rarely      1369 Research & Development
## 142 142  58        No     Travel_Rarely       848 Research & Development
## 143 143  46        No     Travel_Rarely       566 Research & Development
## 144 144  37        No     Travel_Rarely       228                  Sales
## 145 145  40        No     Travel_Rarely      1202 Research & Development
## 146 146  29        No        Non-Travel       746                  Sales
## 147 147  33        No     Travel_Rarely       931 Research & Development
## 148 148  33        No     Travel_Rarely      1242                  Sales
## 149 149  24        No     Travel_Rarely       477 Research & Development
## 150 150  28        No     Travel_Rarely       580 Research & Development
## 151 151  31       Yes     Travel_Rarely      1365                  Sales
## 152 152  32        No     Travel_Rarely       929                  Sales
## 153 153  32        No     Travel_Rarely       906                  Sales
## 154 154  41        No     Travel_Rarely       447 Research & Development
## 155 155  34        No     Travel_Rarely       546 Research & Development
## 156 156  30        No        Non-Travel       641                  Sales
## 157 157  40        No     Travel_Rarely       444                  Sales
## 158 158  39       Yes Travel_Frequently       203 Research & Development
## 159 159  43        No Travel_Frequently      1082 Research & Development
## 160 160  42        No Travel_Frequently       458 Research & Development
## 161 161  30        No     Travel_Rarely       852 Research & Development
## 162 162  28       Yes        Non-Travel      1366 Research & Development
## 163 163  33        No     Travel_Rarely      1216                  Sales
## 164 164  42        No     Travel_Rarely       916 Research & Development
## 165 165  35        No     Travel_Rarely      1232                  Sales
## 166 166  20       Yes     Travel_Rarely       500                  Sales
## 167 167  49        No     Travel_Rarely       301 Research & Development
## 168 168  33        No     Travel_Rarely       922 Research & Development
## 169 169  52        No     Travel_Rarely       956 Research & Development
## 170 170  29        No     Travel_Rarely      1107 Research & Development
## 171 171  30        No     Travel_Rarely       501                  Sales
## 172 172  47        No        Non-Travel      1169 Research & Development
## 173 173  46        No Travel_Frequently      1034 Research & Development
## 174 174  33        No     Travel_Rarely       536                  Sales
## 175 175  53        No     Travel_Rarely      1376                  Sales
## 176 176  21        No     Travel_Rarely       984 Research & Development
## 177 177  55       Yes     Travel_Rarely       725 Research & Development
## 178 178  26       Yes Travel_Frequently       342 Research & Development
## 179 179  32        No Travel_Frequently       967                  Sales
## 180 180  38        No     Travel_Rarely       702                  Sales
## 181 181  35        No     Travel_Rarely       819 Research & Development
## 182 182  38        No     Travel_Rarely      1009                  Sales
## 183 183  43        No Travel_Frequently       957 Research & Development
## 184 184  39        No     Travel_Rarely      1089 Research & Development
## 185 185  39        No Travel_Frequently       443 Research & Development
## 186 186  28        No     Travel_Rarely      1158 Research & Development
## 187 187  25        No Travel_Frequently       772 Research & Development
## 188 188  47        No     Travel_Rarely      1225                  Sales
## 189 189  50        No     Travel_Rarely       797 Research & Development
## 190 190  28        No        Non-Travel       120                  Sales
## 191 191  30        No     Travel_Rarely      1275 Research & Development
## 192 192  31        No Travel_Frequently      1125                  Sales
## 193 193  46        No     Travel_Rarely      1485 Research & Development
## 194 194  48        No     Travel_Rarely       163                  Sales
## 195 195  26        No     Travel_Rarely       683 Research & Development
## 196 196  51        No     Travel_Rarely       833 Research & Development
## 197 197  51        No     Travel_Rarely       432 Research & Development
## 198 198  49        No     Travel_Rarely       174                  Sales
## 199 199  44        No     Travel_Rarely       477 Research & Development
## 200 200  24        No     Travel_Rarely       823 Research & Development
## 201 201  40       Yes        Non-Travel      1479                  Sales
## 202 202  32        No     Travel_Rarely       548 Research & Development
## 203 203  32        No     Travel_Rarely       859 Research & Development
## 204 204  28       Yes     Travel_Rarely       654 Research & Development
## 205 205  32        No     Travel_Rarely      1401                  Sales
## 206 206  44        No     Travel_Rarely       661 Research & Development
## 207 207  43       Yes     Travel_Rarely      1372                  Sales
## 208 208  38       Yes     Travel_Rarely      1180 Research & Development
## 209 209  30        No     Travel_Rarely       201 Research & Development
## 210 210  41        No     Travel_Rarely       802                  Sales
## 211 211  41        No     Travel_Rarely       582 Research & Development
## 212 212  42        No     Travel_Rarely       265                  Sales
## 213 213  37        No     Travel_Rarely      1225 Research & Development
## 214 214  42        No     Travel_Rarely       932 Research & Development
## 215 215  27        No     Travel_Rarely      1115 Research & Development
## 216 216  40        No     Travel_Rarely       896 Research & Development
## 217 217  38        No     Travel_Rarely      1495 Research & Development
## 218 218  48        No Travel_Frequently       117 Research & Development
## 219 219  30        No     Travel_Rarely       438 Research & Development
## 220 220  26        No     Travel_Rarely       583 Research & Development
## 221 221  34        No     Travel_Rarely       304                  Sales
## 222 222  45       Yes Travel_Frequently       306                  Sales
## 223 223  33        No        Non-Travel       530                  Sales
## 224 224  28        No     Travel_Rarely      1423 Research & Development
## 225 225  38        No     Travel_Rarely      1206 Research & Development
## 226 226  30        No     Travel_Rarely       911 Research & Development
## 227 227  35        No     Travel_Rarely       464 Research & Development
## 228 228  22        No     Travel_Rarely      1136 Research & Development
## 229 229  24        No     Travel_Rarely      1353                  Sales
## 230 230  49        No     Travel_Rarely       465 Research & Development
## 231 231  45        No     Travel_Rarely      1329 Research & Development
## 232 232  35        No     Travel_Rarely       890                  Sales
## 233 233  47       Yes Travel_Frequently      1093                  Sales
## 234 234  54        No     Travel_Rarely      1147                  Sales
## 235 235  43        No Travel_Frequently       394                  Sales
## 236 236  37       Yes     Travel_Rarely       625                  Sales
## 237 237  42        No     Travel_Rarely       300 Research & Development
## 238 238  32        No     Travel_Rarely       646 Research & Development
## 239 239  25        No     Travel_Rarely       309        Human Resources
## 240 240  50        No     Travel_Rarely       813 Research & Development
## 241 241  42        No     Travel_Rarely       319 Research & Development
## 242 242  45        No Travel_Frequently       364 Research & Development
## 243 243  29        No     Travel_Rarely      1328 Research & Development
## 244 244  25       Yes     Travel_Rarely       383                  Sales
## 245 245  29        No     Travel_Rarely       718 Research & Development
## 246 246  29        No     Travel_Rarely      1086 Research & Development
## 247 247  31        No     Travel_Rarely      1232 Research & Development
## 248 248  32        No     Travel_Rarely       234                  Sales
## 249 249  41        No Travel_Frequently      1200 Research & Development
## 250 250  41        No     Travel_Rarely      1276                  Sales
## 251 251  33        No        Non-Travel      1313 Research & Development
## 252 252  36        No        Non-Travel      1229                  Sales
## 253 253  45        No     Travel_Rarely       252 Research & Development
## 254 254  31       Yes     Travel_Rarely       359        Human Resources
## 255 255  40        No        Non-Travel       218 Research & Development
## 256 256  43        No        Non-Travel       343 Research & Development
## 257 257  31        No Travel_Frequently       444                  Sales
## 258 258  30        No     Travel_Rarely       855                  Sales
## 259 259  34        No     Travel_Rarely      1480                  Sales
## 260 260  25        No     Travel_Rarely       977 Research & Development
## 261 261  31       Yes Travel_Frequently       703                  Sales
## 262 262  29       Yes     Travel_Rarely       224 Research & Development
## 263 263  33       Yes     Travel_Rarely       813 Research & Development
## 264 264  29        No Travel_Frequently      1404                  Sales
## 265 265  24        No     Travel_Rarely      1127 Research & Development
## 266 266  35        No     Travel_Rarely       809 Research & Development
## 267 267  34        No Travel_Frequently       829 Research & Development
## 268 268  32       Yes     Travel_Rarely      1259 Research & Development
## 269 269  33        No Travel_Frequently      1303 Research & Development
## 270 270  30        No     Travel_Rarely      1176 Research & Development
## 271 271  45        No        Non-Travel       589                  Sales
## 272 272  34        No     Travel_Rarely      1130 Research & Development
## 273 273  27        No     Travel_Rarely       728                  Sales
## 274 274  36        No     Travel_Rarely       329                  Sales
## 275 275  55        No     Travel_Rarely       692 Research & Development
## 276 276  56        No     Travel_Rarely       718 Research & Development
## 277 277  22        No     Travel_Rarely       253 Research & Development
## 278 278  43        No Travel_Frequently       185 Research & Development
## 279 279  25       Yes     Travel_Rarely       240                  Sales
## 280 280  55        No     Travel_Rarely      1229 Research & Development
## 281 281  43        No     Travel_Rarely      1179                  Sales
## 282 282  41        No     Travel_Rarely       263 Research & Development
## 283 283  40        No     Travel_Rarely      1194 Research & Development
## 284 284  31        No     Travel_Rarely       691                  Sales
## 285 285  38        No     Travel_Rarely       433        Human Resources
## 286 286  33        No     Travel_Rarely       589 Research & Development
## 287 287  22       Yes     Travel_Rarely       391 Research & Development
## 288 288  34        No     Travel_Rarely      1346 Research & Development
## 289 289  36        No Travel_Frequently      1467                  Sales
## 290 290  35        No     Travel_Rarely       384                  Sales
## 291 291  45        No     Travel_Rarely       974 Research & Development
## 292 292  36        No        Non-Travel      1105 Research & Development
## 293 293  27        No     Travel_Rarely       894 Research & Development
## 294 294  47        No        Non-Travel      1162 Research & Development
## 295 295  40        No     Travel_Rarely       898        Human Resources
## 296 296  35        No     Travel_Rarely      1490 Research & Development
## 297 297  34        No Travel_Frequently      1069 Research & Development
## 298 298  34       Yes Travel_Frequently       658 Research & Development
## 299 299  31       Yes        Non-Travel       335 Research & Development
## 300 300  28       Yes     Travel_Rarely      1157 Research & Development
## 301 301  32        No Travel_Frequently       379                  Sales
## 302 302  35        No Travel_Frequently       853                  Sales
## 303 303  55        No     Travel_Rarely      1441 Research & Development
## 304 304  35        No     Travel_Rarely      1395 Research & Development
## 305 305  58       Yes     Travel_Rarely       289 Research & Development
## 306 306  24        No        Non-Travel      1269 Research & Development
## 307 307  50        No     Travel_Rarely       804 Research & Development
## 308 308  34        No        Non-Travel       697 Research & Development
## 309 309  55        No Travel_Frequently       135 Research & Development
## 310 310  25        No     Travel_Rarely       810                  Sales
## 311 311  34        No     Travel_Rarely      1351 Research & Development
## 312 312  40        No     Travel_Rarely       302 Research & Development
## 313 313  31       Yes Travel_Frequently       561 Research & Development
## 314 314  51        No     Travel_Rarely      1169 Research & Development
## 315 315  60        No     Travel_Rarely      1179                  Sales
## 316 316  47        No     Travel_Rarely       955                  Sales
## 317 317  34        No Travel_Frequently       303                  Sales
## 318 318  24        No     Travel_Rarely       771 Research & Development
## 319 319  39        No     Travel_Rarely      1498                  Sales
## 320 320  19        No     Travel_Rarely       265 Research & Development
## 321 321  32        No        Non-Travel      1184 Research & Development
## 322 322  34        No     Travel_Rarely      1397 Research & Development
## 323 323  30        No Travel_Frequently      1012 Research & Development
## 324 324  46        No     Travel_Rarely      1003 Research & Development
## 325 325  39        No     Travel_Rarely       466 Research & Development
## 326 326  27        No     Travel_Rarely       618 Research & Development
## 327 327  44        No     Travel_Rarely      1313 Research & Development
## 328 328  42        No     Travel_Rarely       557 Research & Development
## 329 329  38        No Travel_Frequently      1394 Research & Development
## 330 330  42        No     Travel_Rarely      1147        Human Resources
## 331 331  49        No     Travel_Rarely       809 Research & Development
## 332 332  32       Yes     Travel_Rarely      1045                  Sales
## 333 333  44       Yes Travel_Frequently       429 Research & Development
## 334 334  27        No     Travel_Rarely       608 Research & Development
## 335 335  59        No        Non-Travel      1420        Human Resources
## 336 336  33       Yes Travel_Frequently       827 Research & Development
## 337 337  35        No Travel_Frequently      1182                  Sales
## 338 338  34        No Travel_Frequently       618 Research & Development
## 339 339  50       Yes Travel_Frequently       959                  Sales
## 340 340  27        No     Travel_Rarely      1240 Research & Development
## 341 341  36        No     Travel_Rarely       852 Research & Development
## 342 342  28        No Travel_Frequently       193 Research & Development
## 343 343  33        No     Travel_Rarely       654 Research & Development
## 344 344  30        No Travel_Frequently       160 Research & Development
## 345 345  30        No     Travel_Rarely      1329                  Sales
## 346 346  39        No     Travel_Rarely       119                  Sales
## 347 347  34        No Travel_Frequently      1003 Research & Development
## 348 348  26        No Travel_Frequently      1479 Research & Development
## 349 349  44        No        Non-Travel       111 Research & Development
## 350 350  56        No     Travel_Rarely       832 Research & Development
## 351 351  42        No     Travel_Rarely      1396 Research & Development
## 352 352  31        No     Travel_Rarely       218                  Sales
## 353 353  40        No Travel_Frequently       902 Research & Development
## 354 354  40        No        Non-Travel      1142 Research & Development
## 355 355  41        No     Travel_Rarely       796                  Sales
## 356 356  34        No     Travel_Rarely      1326                  Sales
## 357 357  26        No     Travel_Rarely       841 Research & Development
## 358 358  29       Yes     Travel_Rarely       408 Research & Development
## 359 359  32        No     Travel_Rarely       427 Research & Development
## 360 360  36        No     Travel_Rarely      1403 Research & Development
## 361 361  52        No     Travel_Rarely       699 Research & Development
## 362 362  29       Yes Travel_Frequently       746                  Sales
## 363 363  52       Yes     Travel_Rarely       266                  Sales
## 364 364  40        No     Travel_Rarely      1416 Research & Development
## 365 365  55        No     Travel_Rarely       282 Research & Development
## 366 366  56        No Travel_Frequently       906                  Sales
## 367 367  34        No Travel_Frequently       135 Research & Development
## 368 368  40        No     Travel_Rarely      1342                  Sales
## 369 369  23        No     Travel_Rarely       977 Research & Development
## 370 370  32        No     Travel_Rarely      1018 Research & Development
## 371 371  31        No Travel_Frequently       853 Research & Development
## 372 372  30        No        Non-Travel      1398                  Sales
## 373 373  45        No Travel_Frequently      1249 Research & Development
## 374 374  37        No     Travel_Rarely      1470 Research & Development
## 375 375  20        No     Travel_Rarely       727                  Sales
## 376 376  50        No Travel_Frequently       333 Research & Development
## 377 377  36       Yes     Travel_Rarely       885 Research & Development
## 378 378  42        No     Travel_Rarely       419                  Sales
## 379 379  29        No     Travel_Rarely       942 Research & Development
## 380 380  30       Yes     Travel_Rarely       138 Research & Development
## 381 381  47        No     Travel_Rarely      1482 Research & Development
## 382 382  26        No     Travel_Rarely      1355        Human Resources
## 383 383  48        No     Travel_Rarely      1221                  Sales
## 384 384  23        No     Travel_Rarely       541                  Sales
## 385 385  51       Yes     Travel_Rarely      1323 Research & Development
## 386 386  38        No     Travel_Rarely      1333 Research & Development
## 387 387  35        No Travel_Frequently       944                  Sales
## 388 388  29        No     Travel_Rarely       232 Research & Development
## 389 389  36        No     Travel_Rarely       530                  Sales
## 390 390  21       Yes Travel_Frequently       756                  Sales
## 391 391  34        No     Travel_Rarely      1111                  Sales
## 392 392  26        No     Travel_Rarely      1443                  Sales
## 393 393  31        No        Non-Travel       976 Research & Development
## 394 394  60        No Travel_Frequently      1499                  Sales
## 395 395  42        No Travel_Frequently      1271 Research & Development
## 396 396  31        No     Travel_Rarely       192 Research & Development
## 397 397  46        No     Travel_Rarely      1009 Research & Development
## 398 398  34       Yes     Travel_Rarely      1107        Human Resources
## 399 399  56        No        Non-Travel       667 Research & Development
## 400 400  44        No Travel_Frequently      1193 Research & Development
## 401 401  30        No     Travel_Rarely       317 Research & Development
## 402 402  42        No        Non-Travel       926 Research & Development
## 403 403  47        No     Travel_Rarely       207 Research & Development
## 404 404  36        No     Travel_Rarely       711 Research & Development
## 405 405  35        No     Travel_Rarely      1343 Research & Development
## 406 406  43        No     Travel_Rarely       782 Research & Development
## 407 407  31        No     Travel_Rarely       196                  Sales
## 408 408  36        No     Travel_Rarely       917 Research & Development
## 409 409  53        No     Travel_Rarely      1219                  Sales
## 410 410  43        No     Travel_Rarely       589 Research & Development
## 411 411  36        No     Travel_Rarely      1278        Human Resources
## 412 412  41        No     Travel_Rarely       918                  Sales
## 413 413  37        No     Travel_Rarely       408 Research & Development
## 414 414  32        No Travel_Frequently      1318                  Sales
## 415 415  34       Yes Travel_Frequently       296                  Sales
## 416 416  35        No        Non-Travel      1180 Research & Development
## 417 417  30        No        Non-Travel      1116 Research & Development
## 418 418  36        No Travel_Frequently       566 Research & Development
## 419 419  37        No     Travel_Rarely       977 Research & Development
## 420 420  29        No     Travel_Rarely       986 Research & Development
## 421 421  34        No     Travel_Rarely      1153 Research & Development
## 422 422  37        No        Non-Travel      1063 Research & Development
## 423 423  31       Yes     Travel_Rarely       249                  Sales
## 424 424  18        No        Non-Travel      1124 Research & Development
## 425 425  28        No     Travel_Rarely       736                  Sales
## 426 426  43        No     Travel_Rarely       415                  Sales
## 427 427  30        No        Non-Travel       990 Research & Development
## 428 428  21        No     Travel_Rarely       996 Research & Development
## 429 429  32       Yes     Travel_Rarely       515 Research & Development
## 430 430  34        No     Travel_Rarely       470 Research & Development
## 431 431  27        No     Travel_Rarely      1377                  Sales
## 432 432  40        No        Non-Travel       458 Research & Development
## 433 433  49       Yes Travel_Frequently      1475 Research & Development
## 434 434  29        No     Travel_Rarely       590 Research & Development
## 435 435  40        No     Travel_Rarely       658                  Sales
## 436 436  27        No     Travel_Rarely      1130                  Sales
## 437 437  28       Yes     Travel_Rarely       890 Research & Development
## 438 438  26        No     Travel_Rarely       157 Research & Development
## 439 439  50       Yes     Travel_Rarely       869                  Sales
## 440 440  38        No     Travel_Rarely       827 Research & Development
## 441 441  32        No Travel_Frequently      1316 Research & Development
## 442 442  29        No     Travel_Rarely      1082 Research & Development
## 443 443  28       Yes     Travel_Rarely       529 Research & Development
## 444 444  44        No     Travel_Rarely       528        Human Resources
## 445 445  46        No     Travel_Rarely       734 Research & Development
## 446 446  47        No     Travel_Rarely       465 Research & Development
## 447 447  38        No Travel_Frequently      1189 Research & Development
## 448 448  42        No     Travel_Rarely      1128 Research & Development
## 449 449  38        No Travel_Frequently       653 Research & Development
## 450 450  45        No        Non-Travel       336                  Sales
## 451 451  33        No     Travel_Rarely       501 Research & Development
## 452 452  44        No     Travel_Rarely      1467 Research & Development
## 453 453  35       Yes     Travel_Rarely       303                  Sales
## 454 454  33        No     Travel_Rarely       217                  Sales
## 455 455  48        No     Travel_Rarely      1236 Research & Development
## 456 456  40        No     Travel_Rarely       611                  Sales
## 457 457  31        No     Travel_Rarely      1112                  Sales
## 458 458  51        No     Travel_Rarely       632                  Sales
## 459 459  56        No     Travel_Rarely      1255 Research & Development
## 460 460  36        No     Travel_Rarely       172 Research & Development
## 461 461  42        No Travel_Frequently      1474 Research & Development
## 462 462  36        No     Travel_Rarely       311 Research & Development
## 463 463  50        No Travel_Frequently       809                  Sales
## 464 464  31        No Travel_Frequently       163 Research & Development
## 465 465  43       Yes Travel_Frequently       807 Research & Development
## 466 466  38        No     Travel_Rarely       371 Research & Development
## 467 467  36        No     Travel_Rarely      1157                  Sales
## 468 468  36        No     Travel_Rarely       132 Research & Development
## 469 469  26       Yes        Non-Travel       265                  Sales
## 470 470  53        No     Travel_Rarely      1084 Research & Development
## 471 471  27        No     Travel_Rarely      1354 Research & Development
## 472 472  29       Yes Travel_Frequently       459 Research & Development
## 473 473  45        No     Travel_Rarely       193 Research & Development
## 474 474  45        No     Travel_Rarely      1316 Research & Development
## 475 475  28        No     Travel_Rarely       895 Research & Development
## 476 476  46        No Travel_Frequently      1211                  Sales
## 477 477  37        No     Travel_Rarely       342                  Sales
## 478 478  26        No     Travel_Rarely       775                  Sales
## 479 479  52        No     Travel_Rarely       258 Research & Development
## 480 480  37        No     Travel_Rarely       161 Research & Development
## 481 481  29        No     Travel_Rarely       136 Research & Development
## 482 482  31        No     Travel_Rarely      1222 Research & Development
## 483 483  34        No Travel_Frequently       735 Research & Development
## 484 484  56        No     Travel_Rarely       713 Research & Development
## 485 485  58       Yes     Travel_Rarely       147 Research & Development
## 486 486  41       Yes     Travel_Rarely      1102                  Sales
## 487 487  30       Yes     Travel_Rarely       945                  Sales
## 488 488  31        No     Travel_Rarely       670 Research & Development
## 489 489  48       Yes     Travel_Rarely       626 Research & Development
## 490 490  34        No     Travel_Rarely       970 Research & Development
## 491 491  49        No Travel_Frequently       636 Research & Development
## 492 492  50        No     Travel_Rarely      1322 Research & Development
## 493 493  29        No     Travel_Rarely       469                  Sales
## 494 494  35        No     Travel_Rarely      1029 Research & Development
## 495 495  36        No     Travel_Rarely      1266                  Sales
## 496 496  51        No     Travel_Rarely      1318                  Sales
## 497 497  45        No     Travel_Rarely       192 Research & Development
## 498 498  37        No Travel_Frequently       889 Research & Development
## 499 499  36        No     Travel_Rarely      1299 Research & Development
## 500 500  39        No        Non-Travel      1251                  Sales
## 501 501  58       Yes     Travel_Rarely       601 Research & Development
## 502 502  28       Yes     Travel_Rarely       103 Research & Development
## 503 503  48       Yes Travel_Frequently       708                  Sales
## 504 504  29        No     Travel_Rarely      1389 Research & Development
## 505 505  47        No     Travel_Rarely       359 Research & Development
## 506 506  32        No     Travel_Rarely       824 Research & Development
## 507 507  33       Yes     Travel_Rarely       350                  Sales
## 508 508  51        No Travel_Frequently       541                  Sales
## 509 509  37        No Travel_Frequently       319                  Sales
## 510 510  41       Yes     Travel_Rarely      1360 Research & Development
## 511 511  38        No     Travel_Rarely       345                  Sales
## 512 512  39        No        Non-Travel      1485 Research & Development
## 513 513  32        No Travel_Frequently       585 Research & Development
## 514 514  33        No Travel_Frequently       515 Research & Development
## 515 515  21        No        Non-Travel       895                  Sales
## 516 516  51        No     Travel_Rarely      1302 Research & Development
## 517 517  25       Yes     Travel_Rarely       867                  Sales
## 518 518  42        No     Travel_Rarely       855 Research & Development
## 519 519  30        No     Travel_Rarely      1138 Research & Development
## 520 520  56       Yes     Travel_Rarely      1162 Research & Development
## 521 521  34        No Travel_Frequently       702 Research & Development
## 522 522  28       Yes     Travel_Rarely       329 Research & Development
## 523 523  45        No     Travel_Rarely      1339 Research & Development
## 524 524  49        No     Travel_Rarely      1245 Research & Development
## 525 525  59        No     Travel_Rarely       142 Research & Development
## 526 526  53        No Travel_Frequently       124                  Sales
## 527 527  45        No     Travel_Rarely      1268                  Sales
## 528 528  31        No     Travel_Rarely      1332 Research & Development
## 529 529  35        No     Travel_Rarely      1214 Research & Development
## 530 530  56       Yes     Travel_Rarely       441 Research & Development
## 531 531  38        No     Travel_Rarely       330 Research & Development
## 532 532  36        No     Travel_Rarely       884                  Sales
## 533 533  29        No     Travel_Rarely      1252 Research & Development
## 534 534  32        No        Non-Travel      1146 Research & Development
## 535 535  29       Yes     Travel_Rarely       318 Research & Development
## 536 536  43        No        Non-Travel      1344 Research & Development
## 537 537  38        No     Travel_Rarely       130                  Sales
## 538 538  42        No     Travel_Rarely       544        Human Resources
## 539 539  24       Yes     Travel_Rarely      1448                  Sales
## 540 540  42        No     Travel_Rarely       647                  Sales
## 541 541  30        No     Travel_Rarely       853 Research & Development
## 542 542  33        No     Travel_Rarely       867 Research & Development
## 543 543  27        No        Non-Travel      1450 Research & Development
## 544 544  38        No     Travel_Rarely      1261 Research & Development
## 545 545  34        No     Travel_Rarely       121 Research & Development
## 546 546  34        No     Travel_Rarely       678 Research & Development
## 547 547  49        No     Travel_Rarely       527 Research & Development
## 548 548  40        No Travel_Frequently       720 Research & Development
## 549 549  38        No     Travel_Rarely       849 Research & Development
## 550 550  45        No     Travel_Rarely       788        Human Resources
## 551 551  41        No     Travel_Rarely       314        Human Resources
## 552 552  28        No     Travel_Rarely      1169        Human Resources
## 553 553  36        No Travel_Frequently      1213        Human Resources
## 554 554  48        No     Travel_Rarely      1469 Research & Development
## 555 555  40        No        Non-Travel      1151 Research & Development
## 556 556  37        No     Travel_Rarely       558                  Sales
## 557 557  54        No     Travel_Rarely       548 Research & Development
## 558 558  34        No     Travel_Rarely       254 Research & Development
## 559 559  42        No     Travel_Rarely       933 Research & Development
## 560 560  26        No     Travel_Rarely       933                  Sales
## 561 561  36        No Travel_Frequently      1480 Research & Development
## 562 562  58        No Travel_Frequently      1216 Research & Development
## 563 563  27        No     Travel_Rarely      1134 Research & Development
## 564 564  31        No        Non-Travel       697 Research & Development
## 565 565  30        No     Travel_Rarely       921 Research & Development
## 566 566  44        No     Travel_Rarely      1037 Research & Development
## 567 567  32        No     Travel_Rarely       128 Research & Development
## 568 568  30       Yes     Travel_Rarely       740                  Sales
## 569 569  42        No     Travel_Rarely       462                  Sales
## 570 570  50        No     Travel_Rarely       939 Research & Development
## 571 571  41        No     Travel_Rarely       337                  Sales
## 572 572  21       Yes     Travel_Rarely      1427 Research & Development
## 573 573  28        No Travel_Frequently       783                  Sales
## 574 574  34        No     Travel_Rarely       810                  Sales
## 575 575  26        No     Travel_Rarely       703                  Sales
## 576 576  37        No     Travel_Rarely      1115 Research & Development
## 577 577  38        No     Travel_Rarely      1404                  Sales
## 578 578  44        No        Non-Travel       981 Research & Development
## 579 579  39        No Travel_Frequently       711 Research & Development
## 580 580  29        No     Travel_Rarely      1329 Research & Development
## 581 581  25        No     Travel_Rarely       882 Research & Development
## 582 582  42        No     Travel_Rarely       810 Research & Development
## 583 583  38        No     Travel_Rarely       833 Research & Development
## 584 584  28        No     Travel_Rarely       760                  Sales
## 585 585  44        No     Travel_Rarely      1459 Research & Development
## 586 586  40        No     Travel_Rarely       905 Research & Development
## 587 587  38        No        Non-Travel       573 Research & Development
## 588 588  36       Yes     Travel_Rarely      1218                  Sales
## 589 589  37        No     Travel_Rarely      1462 Research & Development
## 590 590  35        No     Travel_Rarely      1142 Research & Development
## 591 591  22        No        Non-Travel       457 Research & Development
## 592 592  34       Yes     Travel_Rarely       790                  Sales
## 593 593  28       Yes Travel_Frequently      1496                  Sales
## 594 594  49        No     Travel_Rarely       722 Research & Development
## 595 595  40        No     Travel_Rarely       884 Research & Development
## 596 596  33        No     Travel_Rarely       586                  Sales
## 597 597  35        No     Travel_Rarely       672 Research & Development
## 598 598  40        No     Travel_Rarely       555 Research & Development
## 599 599  27        No     Travel_Rarely       155 Research & Development
## 600 600  24       Yes     Travel_Rarely       813 Research & Development
## 601 601  24        No        Non-Travel       830                  Sales
## 602 602  32        No        Non-Travel      1200 Research & Development
## 603 603  30        No     Travel_Rarely       153 Research & Development
## 604 604  29        No     Travel_Rarely      1401 Research & Development
## 605 605  29       Yes     Travel_Rarely       428                  Sales
## 606 606  53        No     Travel_Rarely       970 Research & Development
## 607 607  59        No Travel_Frequently      1225                  Sales
## 608 608  38        No     Travel_Rarely       322                  Sales
## 609 609  26        No     Travel_Rarely       652 Research & Development
## 610 610  33        No        Non-Travel      1038                  Sales
## 611 611  35        No     Travel_Rarely       817 Research & Development
## 612 612  41        No        Non-Travel       509 Research & Development
## 613 613  33       Yes     Travel_Rarely       465 Research & Development
## 614 614  19       Yes     Travel_Rarely       419                  Sales
## 615 615  30        No     Travel_Rarely       231                  Sales
## 616 616  34        No     Travel_Rarely      1157 Research & Development
## 617 617  33        No     Travel_Rarely      1099 Research & Development
## 618 618  44        No     Travel_Rarely      1488                  Sales
## 619 619  39        No     Travel_Rarely       613 Research & Development
## 620 620  35        No        Non-Travel       727 Research & Development
## 621 621  20       Yes Travel_Frequently       871 Research & Development
## 622 622  47        No Travel_Frequently      1379 Research & Development
## 623 623  34        No     Travel_Rarely       182 Research & Development
## 624 624  35        No     Travel_Rarely      1146        Human Resources
## 625 625  28       Yes Travel_Frequently       289 Research & Development
## 626 626  27        No     Travel_Rarely      1167 Research & Development
## 627 627  24        No     Travel_Rarely      1476                  Sales
## 628 628  38        No     Travel_Rarely       343 Research & Development
## 629 629  55        No Travel_Frequently      1091 Research & Development
## 630 630  34        No     Travel_Rarely      1442 Research & Development
## 631 631  55        No     Travel_Rarely       836 Research & Development
## 632 632  34        No     Travel_Rarely       937                  Sales
## 633 633  38        No     Travel_Rarely      1035                  Sales
## 634 634  36        No     Travel_Rarely       922 Research & Development
## 635 635  43        No     Travel_Rarely      1001 Research & Development
## 636 636  35        No Travel_Frequently       636 Research & Development
## 637 637  42        No     Travel_Rarely       469 Research & Development
## 638 638  34        No     Travel_Rarely      1239                  Sales
## 639 639  24        No     Travel_Rarely       691 Research & Development
## 640 640  27       Yes     Travel_Rarely      1420                  Sales
## 641 641  30        No     Travel_Rarely      1358 Research & Development
## 642 642  40        No     Travel_Rarely       750 Research & Development
## 643 643  55        No        Non-Travel       444 Research & Development
## 644 644  34       Yes        Non-Travel       967 Research & Development
## 645 645  41       Yes        Non-Travel       906 Research & Development
## 646 646  40        No     Travel_Rarely       630                  Sales
## 647 647  18       Yes        Non-Travel       247 Research & Development
## 648 648  26        No     Travel_Rarely       390 Research & Development
## 649 649  35        No     Travel_Rarely       776                  Sales
## 650 650  40       Yes     Travel_Rarely      1329 Research & Development
## 651 651  35        No     Travel_Rarely       992 Research & Development
## 652 652  60        No     Travel_Rarely       696                  Sales
## 653 653  40        No Travel_Frequently       593 Research & Development
## 654 654  48        No     Travel_Rarely       530                  Sales
## 655 655  22       Yes Travel_Frequently      1368 Research & Development
## 656 656  26        No Travel_Frequently       496 Research & Development
## 657 657  51        No     Travel_Rarely      1469 Research & Development
## 658 658  54        No Travel_Frequently      1050 Research & Development
## 659 659  41        No     Travel_Rarely       483 Research & Development
## 660 660  36        No Travel_Frequently      1195 Research & Development
## 661 661  32        No Travel_Frequently       430 Research & Development
## 662 662  34        No     Travel_Rarely      1303 Research & Development
## 663 663  46        No     Travel_Rarely      1277                  Sales
## 664 664  35        No     Travel_Rarely       802 Research & Development
## 665 665  34        No        Non-Travel      1065                  Sales
## 666 666  29        No Travel_Frequently       461 Research & Development
## 667 667  29        No Travel_Frequently      1413                  Sales
## 668 668  33       Yes     Travel_Rarely       587 Research & Development
## 669 669  32       Yes     Travel_Rarely      1089 Research & Development
## 670 670  54        No     Travel_Rarely       685 Research & Development
## 671 671  37        No     Travel_Rarely       397 Research & Development
## 672 672  33        No     Travel_Rarely       392                  Sales
## 673 673  28        No Travel_Frequently       467                  Sales
## 674 674  35       Yes Travel_Frequently       130 Research & Development
## 675 675  27        No     Travel_Rarely       486 Research & Development
## 676 676  46        No     Travel_Rarely       168                  Sales
## 677 677  36        No     Travel_Rarely       676 Research & Development
## 678 678  40        No Travel_Frequently       692 Research & Development
## 679 679  36        No Travel_Frequently       688 Research & Development
## 680 680  31        No     Travel_Rarely       154                  Sales
## 681 681  25        No     Travel_Rarely       583                  Sales
## 682 682  43        No Travel_Frequently       313 Research & Development
## 683 683  36        No     Travel_Rarely      1351 Research & Development
## 684 684  57        No     Travel_Rarely       334 Research & Development
## 685 685  28        No     Travel_Rarely       440 Research & Development
## 686 686  31        No     Travel_Rarely      1274 Research & Development
## 687 687  29       Yes Travel_Frequently       337 Research & Development
## 688 688  33        No     Travel_Rarely       147 Research & Development
## 689 689  19       Yes     Travel_Rarely       303 Research & Development
## 690 690  38        No        Non-Travel      1336        Human Resources
## 691 691  38        No Travel_Frequently       888        Human Resources
## 692 692  47       Yes        Non-Travel       666 Research & Development
## 693 693  42        No     Travel_Rarely      1332 Research & Development
## 694 694  30       Yes Travel_Frequently       464 Research & Development
## 695 695  37        No Travel_Frequently      1278                  Sales
## 696 696  47        No     Travel_Rarely      1454                  Sales
## 697 697  48        No Travel_Frequently       365 Research & Development
## 698 698  36        No     Travel_Rarely      1396 Research & Development
## 699 699  18       Yes Travel_Frequently       544                  Sales
## 700 700  46        No     Travel_Rarely      1450 Research & Development
## 701 701  29        No     Travel_Rarely       352        Human Resources
## 702 702  34        No     Travel_Rarely      1400                  Sales
## 703 703  35        No        Non-Travel      1212                  Sales
## 704 704  26       Yes     Travel_Rarely       920        Human Resources
## 705 705  59        No     Travel_Rarely       818        Human Resources
## 706 706  41        No        Non-Travel       267                  Sales
## 707 707  54        No     Travel_Rarely       431 Research & Development
## 708 708  31        No     Travel_Rarely      1398        Human Resources
## 709 709  38        No     Travel_Rarely      1153 Research & Development
## 710 710  50        No        Non-Travel       881 Research & Development
## 711 711  30        No     Travel_Rarely       634 Research & Development
## 712 712  57        No     Travel_Rarely       210                  Sales
## 713 713  48        No     Travel_Rarely       969 Research & Development
## 714 714  36        No Travel_Frequently       541                  Sales
## 715 715  36        No        Non-Travel      1434                  Sales
## 716 716  24       Yes     Travel_Rarely       240        Human Resources
## 717 717  30        No     Travel_Rarely       852                  Sales
## 718 718  28        No     Travel_Rarely       857 Research & Development
## 719 719  35       Yes Travel_Frequently       880                  Sales
## 720 720  28        No     Travel_Rarely       950 Research & Development
## 721 721  37        No     Travel_Rarely       482 Research & Development
## 722 722  37        No     Travel_Rarely       671 Research & Development
## 723 723  34        No Travel_Frequently       560 Research & Development
## 724 724  36        No     Travel_Rarely       796 Research & Development
## 725 725  42        No     Travel_Rarely      1142 Research & Development
## 726 726  25        No     Travel_Rarely       685 Research & Development
## 727 727  37        No Travel_Frequently      1231                  Sales
## 728 728  34        No Travel_Frequently       878 Research & Development
## 729 729  26       Yes     Travel_Rarely       471 Research & Development
## 730 730  22        No     Travel_Rarely       594 Research & Development
## 731 731  43        No     Travel_Rarely       177 Research & Development
## 732 732  39       Yes     Travel_Rarely      1162                  Sales
## 733 733  27       Yes Travel_Frequently      1337        Human Resources
## 734 734  32       Yes        Non-Travel      1474                  Sales
## 735 735  34        No     Travel_Rarely       479 Research & Development
## 736 736  27        No     Travel_Rarely       511                  Sales
## 737 737  39        No     Travel_Rarely       722                  Sales
## 738 738  59        No     Travel_Rarely       326                  Sales
## 739 739  35        No     Travel_Rarely      1219                  Sales
## 740 740  35        No     Travel_Rarely       538 Research & Development
## 741 741  25        No     Travel_Rarely       959                  Sales
## 742 742  31        No     Travel_Rarely       688                  Sales
## 743 743  37        No     Travel_Rarely       674 Research & Development
## 744 744  23        No     Travel_Rarely       160 Research & Development
## 745 745  25        No     Travel_Rarely      1382                  Sales
## 746 746  24        No     Travel_Rarely       350 Research & Development
## 747 747  29       Yes     Travel_Rarely       350        Human Resources
## 748 748  34        No Travel_Frequently       669 Research & Development
## 749 749  24        No     Travel_Rarely       506 Research & Development
## 750 750  33        No     Travel_Rarely       134 Research & Development
## 751 751  20       Yes Travel_Frequently       769                  Sales
## 752 752  31       Yes Travel_Frequently      1060                  Sales
## 753 753  50        No Travel_Frequently      1234 Research & Development
## 754 754  46       Yes     Travel_Rarely      1254                  Sales
## 755 755  54        No     Travel_Rarely      1217 Research & Development
## 756 756  44        No        Non-Travel       381 Research & Development
## 757 757  35        No     Travel_Rarely      1137 Research & Development
## 758 758  49        No     Travel_Rarely      1495 Research & Development
## 759 759  38        No     Travel_Rarely      1495 Research & Development
## 760 760  45       Yes     Travel_Rarely      1449                  Sales
## 761 761  29       Yes     Travel_Rarely       906 Research & Development
## 762 762  47        No     Travel_Rarely       202 Research & Development
## 763 763  41        No        Non-Travel       256                  Sales
## 764 764  50        No        Non-Travel       145                  Sales
## 765 765  34        No     Travel_Rarely       829        Human Resources
## 766 766  45        No     Travel_Rarely      1015 Research & Development
## 767 767  41        No     Travel_Rarely       509 Research & Development
## 768 768  40        No        Non-Travel      1094                  Sales
## 769 769  46        No     Travel_Rarely       150 Research & Development
## 770 770  45        No        Non-Travel      1050                  Sales
## 771 771  33        No Travel_Frequently       508                  Sales
## 772 772  46        No     Travel_Rarely       526                  Sales
## 773 773  39        No Travel_Frequently       505 Research & Development
## 774 774  36       Yes     Travel_Rarely       318 Research & Development
## 775 775  42        No Travel_Frequently       288 Research & Development
## 776 776  23        No     Travel_Rarely       310 Research & Development
## 777 777  30        No     Travel_Rarely       330        Human Resources
## 778 778  32        No        Non-Travel       862                  Sales
## 779 779  26        No        Non-Travel       786 Research & Development
## 780 780  29       Yes     Travel_Rarely      1092 Research & Development
## 781 781  41       Yes     Travel_Rarely      1356                  Sales
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##                       JobRole JobSatisfaction MaritalStatus MonthlyIncome
## 1             Sales Executive               4      Divorced          4403
## 2           Research Director               3        Single         19626
## 3      Manufacturing Director               4        Single          9362
## 4             Sales Executive               4       Married         10422
## 5          Research Scientist               4        Single          3760
## 6      Manufacturing Director               1      Divorced          8793
## 7          Research Scientist               3       Married          2127
## 8             Sales Executive               4      Divorced          6694
## 9        Sales Representative               3       Married          2220
## 10  Healthcare Representative               3       Married          5063
## 11                    Manager               3       Married         19392
## 12            Human Resources               4      Divorced          2706
## 13     Manufacturing Director               3        Single         10221
## 14       Sales Representative               2       Married          2476
## 15            Human Resources               1        Single          3423
## 16            Sales Executive               3       Married          6932
## 17     Manufacturing Director               1       Married          6725
## 18     Manufacturing Director               3       Married          5258
## 19         Research Scientist               4       Married          2932
## 20  Healthcare Representative               1       Married          5033
## 21     Manufacturing Director               2      Divorced          8847
## 22            Sales Executive               2       Married          8120
## 23      Laboratory Technician               3      Divorced          5679
## 24            Sales Executive               1        Single          5332
## 25  Healthcare Representative               4        Single          6949
## 26                    Manager               2       Married         18213
## 27            Sales Executive               2       Married          9924
## 28            Sales Executive               1        Single          8224
## 29            Sales Executive               1        Single         10448
## 30         Research Scientist               4       Married          4258
## 31            Sales Executive               4      Divorced          4668
## 32      Laboratory Technician               2       Married          2028
## 33                    Manager               2       Married         16872
## 34      Laboratory Technician               3       Married          2258
## 35     Manufacturing Director               4        Single          9679
## 36      Laboratory Technician               2       Married          2794
## 37            Sales Executive               1       Married         10306
## 38            Sales Executive               1      Divorced          6134
## 39                    Manager               2        Single         19717
## 40       Sales Representative               4       Married          2791
## 41                    Manager               2      Divorced         16291
## 42       Sales Representative               3        Single          6632
## 43      Laboratory Technician               1      Divorced          2587
## 44                    Manager               4        Single         19613
## 45         Research Scientist               3       Married          1223
## 46      Laboratory Technician               4        Single          3673
## 47            Sales Executive               2        Single          6735
## 48            Sales Executive               3      Divorced          8740
## 49       Sales Representative               2        Single          1878
## 50         Research Scientist               2      Divorced          2024
## 51         Research Scientist               1        Single          2619
## 52          Research Director               1       Married         19701
## 53         Research Scientist               4       Married          2011
## 54      Laboratory Technician               2       Married          4447
## 55     Manufacturing Director               4        Single          4424
## 56      Laboratory Technician               1      Divorced          2289
## 57         Research Scientist               3      Divorced          2759
## 58      Laboratory Technician               1        Single          4723
## 59          Research Director               4      Divorced         13603
## 60       Sales Representative               4        Single          1118
## 61            Sales Executive               4       Married         10325
## 62  Healthcare Representative               3       Married          7094
## 63       Sales Representative               3       Married          3067
## 64         Research Scientist               3        Single          1514
## 65      Laboratory Technician               2       Married          2210
## 66         Research Scientist               2      Divorced          3298
## 67         Research Scientist               4        Single          6646
## 68      Laboratory Technician               4        Single          2647
## 69         Research Scientist               1       Married          2194
## 70         Research Scientist               4        Single          2115
## 71         Research Scientist               4       Married          2782
## 72            Sales Executive               1        Single          8463
## 73     Manufacturing Director               3       Married          5916
## 74      Laboratory Technician               4       Married          4766
## 75            Sales Executive               2        Single          8446
## 76      Laboratory Technician               4        Single          4011
## 77            Sales Executive               3       Married          7083
## 78                    Manager               1        Single         17567
## 79            Sales Executive               4        Single          8865
## 80      Laboratory Technician               4      Divorced          1129
## 81  Healthcare Representative               2       Married          4777
## 82     Manufacturing Director               3       Married          6883
## 83     Manufacturing Director               3       Married          5321
## 84         Research Scientist               1      Divorced          5974
## 85     Manufacturing Director               2        Single          5410
## 86     Manufacturing Director               4        Single         13726
## 87            Sales Executive               1        Single          4960
## 88      Laboratory Technician               2      Divorced          3743
## 89            Sales Executive               3        Single          8726
## 90                    Manager               1        Single         18947
## 91      Laboratory Technician               4       Married          1702
## 92            Sales Executive               1       Married          7336
## 93      Laboratory Technician               3        Single          2090
## 94  Healthcare Representative               3        Single          6142
## 95                    Manager               2        Single         19926
## 96            Sales Executive               3       Married          4907
## 97                    Manager               2       Married         16606
## 98  Healthcare Representative               4      Divorced          5163
## 99      Laboratory Technician               2       Married          3180
## 100     Laboratory Technician               2       Married          3294
## 101     Laboratory Technician               1       Married          2099
## 102           Sales Executive               4      Divorced         10793
## 103           Sales Executive               3       Married          6538
## 104        Research Scientist               1       Married          2819
## 105         Research Director               2        Single         16598
## 106     Laboratory Technician               4       Married          4420
## 107    Manufacturing Director               3       Married          4319
## 108                   Manager               2       Married         19636
## 109 Healthcare Representative               2       Married          8926
## 110        Research Scientist               1        Single          2439
## 111        Research Scientist               3      Divorced          2703
## 112                   Manager               4       Married         17099
## 113 Healthcare Representative               2        Single         10445
## 114 Healthcare Representative               1      Divorced          5093
## 115           Sales Executive               1       Married          8966
## 116           Sales Executive               2        Single          7642
## 117           Sales Executive               4        Single          4950
## 118     Laboratory Technician               2       Married          4025
## 119        Research Scientist               3      Divorced          2451
## 120 Healthcare Representative               4        Single          6687
## 121         Research Director               1       Married         11713
## 122      Sales Representative               1        Single          2380
## 123           Sales Executive               1      Divorced         10761
## 124           Sales Executive               4        Single          4028
## 125           Sales Executive               4        Single          4554
## 126           Sales Executive               4       Married          5204
## 127        Research Scientist               1        Single          3919
## 128    Manufacturing Director               4       Married          5906
## 129        Research Scientist               3        Single          4081
## 130           Sales Executive               1      Divorced         13225
## 131           Sales Executive               2      Divorced          4187
## 132           Sales Executive               4        Single          4507
## 133 Healthcare Representative               4       Married          4523
## 134    Manufacturing Director               2       Married          5295
## 135     Laboratory Technician               3      Divorced          5257
## 136 Healthcare Representative               2       Married          4244
## 137     Laboratory Technician               1       Married          2319
## 138    Manufacturing Director               3       Married         10739
## 139     Laboratory Technician               1       Married          2404
## 140           Sales Executive               4        Single          7428
## 141    Manufacturing Director               2       Married         13402
## 142        Research Scientist               3      Divorced          2372
## 143    Manufacturing Director               3      Divorced         10845
## 144           Sales Executive               4       Married          6502
## 145 Healthcare Representative               3      Divorced          6377
## 146           Sales Executive               3       Married          4649
## 147        Research Scientist               2       Married          2756
## 148           Sales Executive               1       Married          6392
## 149     Laboratory Technician               2        Single          3597
## 150    Manufacturing Director               1      Divorced          4877
## 151           Sales Executive               1      Divorced          4233
## 152           Sales Executive               4        Single          5396
## 153           Sales Executive               3       Married          5484
## 154 Healthcare Representative               2        Single          6870
## 155     Laboratory Technician               2      Divorced          2008
## 156           Sales Executive               3       Married          4736
## 157           Sales Executive               2       Married          5677
## 158 Healthcare Representative               4      Divorced         12169
## 159    Manufacturing Director               1       Married         10820
## 160         Research Director               1       Married         13191
## 161     Laboratory Technician               4       Married          5126
## 162 Healthcare Representative               1        Single          8722
## 163           Sales Executive               3      Divorced          7104
## 164        Research Scientist               1        Single          6545
## 165           Sales Executive               2       Married          8020
## 166      Sales Representative               3        Single          2044
## 167         Research Director               2       Married         16413
## 168         Research Director               3      Divorced         16184
## 169        Research Scientist               1      Divorced          5577
## 170        Research Scientist               4      Divorced          2514
## 171           Sales Executive               4      Divorced          5304
## 172        Research Scientist               2       Married          5467
## 173 Healthcare Representative               3       Married         10527
## 174           Sales Executive               3      Divorced          8380
## 175                   Manager               3      Divorced         14852
## 176        Research Scientist               2        Single          2070
## 177                   Manager               1       Married         19859
## 178        Research Scientist               1       Married          2042
## 179           Sales Executive               4        Single          8998
## 180           Sales Executive               4        Single          8686
## 181    Manufacturing Director               2      Divorced         10274
## 182           Sales Executive               1      Divorced          6893
## 183        Research Scientist               3        Single          4739
## 184    Manufacturing Director               2        Single          8376
## 185     Laboratory Technician               3       Married          3755
## 186        Research Scientist               4       Married          2070
## 187    Manufacturing Director               3      Divorced          5206
## 188                   Manager               2      Divorced         15972
## 189         Research Director               2      Divorced         19144
## 190           Sales Executive               3       Married          4221
## 191        Research Scientist               4       Married          5775
## 192           Sales Executive               1       Married          9637
## 193    Manufacturing Director               3      Divorced          4810
## 194           Sales Executive               4       Married          4051
## 195        Research Scientist               4        Single          3904
## 196        Research Scientist               4       Married          2723
## 197     Laboratory Technician               4       Married          2075
## 198           Sales Executive               2       Married         13120
## 199 Healthcare Representative               4       Married         10248
## 200     Laboratory Technician               2       Married          2127
## 201           Sales Executive               2        Single         13194
## 202        Research Scientist               2       Married          6220
## 203    Manufacturing Director               3       Married          6162
## 204        Research Scientist               2        Single          2216
## 205      Sales Representative               2       Married          3931
## 206        Research Scientist               1       Married          2559
## 207           Sales Executive               3        Single          5346
## 208 Healthcare Representative               1       Married          6673
## 209        Research Scientist               1      Divorced          3204
## 210           Sales Executive               3      Divorced          8189
## 211    Manufacturing Director               2       Married         13570
## 212                   Manager               3       Married         18303
## 213        Research Scientist               4        Single          4680
## 214    Manufacturing Director               4       Married          6062
## 215        Research Scientist               4        Single          2045
## 216        Research Scientist               3      Divorced          2345
## 217 Healthcare Representative               3       Married          9824
## 218                   Manager               4      Divorced         17174
## 219        Research Scientist               3        Single          2632
## 220        Research Scientist               4        Single          2875
## 221           Sales Executive               4        Single          6274
## 222           Sales Executive               1       Married          4286
## 223           Sales Executive               4      Divorced          5368
## 224        Research Scientist               3      Divorced          1563
## 225        Research Scientist               4      Divorced          4771
## 226     Laboratory Technician               2       Married          3748
## 227     Laboratory Technician               4      Divorced          1951
## 228        Research Scientist               2      Divorced          2328
## 229           Sales Executive               3       Married          4999
## 230 Healthcare Representative               3       Married         13966
## 231    Manufacturing Director               4      Divorced          5770
## 232      Sales Representative               4       Married          2014
## 233           Sales Executive               3       Married         12936
## 234           Sales Executive               1       Married          5940
## 235                   Manager               4       Married         16959
## 236           Sales Executive               3       Married         10609
## 237                   Manager               3       Married         18880
## 238        Research Scientist               4       Married          6322
## 239           Human Resources               2       Married          2187
## 240         Research Director               1      Divorced         13269
## 241    Manufacturing Director               1       Married          7406
## 242                   Manager               2        Single         18061
## 243        Research Scientist               2       Married          2703
## 244      Sales Representative               1       Married          4400
## 245    Manufacturing Director               4       Married          5056
## 246     Laboratory Technician               4      Divorced          2532
## 247    Manufacturing Director               4        Single          7143
## 248      Sales Representative               2       Married          2269
## 249        Research Scientist               4      Divorced          5467
## 250                   Manager               1       Married         16595
## 251     Laboratory Technician               3      Divorced          2008
## 252           Sales Executive               4      Divorced          5079
## 253        Research Scientist               3        Single          2274
## 254           Human Resources               1       Married          2956
## 255         Research Director               2      Divorced         13757
## 256        Research Scientist               3        Single          2438
## 257      Sales Representative               2      Divorced          2789
## 258           Sales Executive               1      Divorced          4779
## 259           Sales Executive               4       Married          9713
## 260     Laboratory Technician               3      Divorced          3977
## 261      Sales Representative               4        Single          2785
## 262        Research Scientist               1        Single          2362
## 263     Laboratory Technician               4       Married          2436
## 264      Sales Representative               4       Married          2157
## 265     Laboratory Technician               3       Married          2774
## 266     Laboratory Technician               2       Married          2426
## 267         Research Director               1      Divorced         17007
## 268     Laboratory Technician               2        Single          1393
## 269 Healthcare Representative               3      Divorced          5968
## 270    Manufacturing Director               1       Married          9957
## 271           Sales Executive               3       Married          5154
## 272        Research Scientist               2      Divorced          5433
## 273      Sales Representative               3       Married          3540
## 274           Sales Executive               1       Married          5647
## 275         Research Director               2        Single         18722
## 276                   Manager               1      Divorced         19943
## 277        Research Scientist               2       Married          2244
## 278     Laboratory Technician               4        Single          2455
## 279           Sales Executive               3        Single          5744
## 280 Healthcare Representative               3       Married          4035
## 281           Sales Executive               4       Married          7847
## 282     Laboratory Technician               1        Single          4721
## 283 Healthcare Representative               4      Divorced          6513
## 284           Sales Executive               4      Divorced          7547
## 285           Human Resources               3       Married          2844
## 286     Laboratory Technician               3       Married          5207
## 287        Research Scientist               2        Single          2472
## 288     Laboratory Technician               4      Divorced          2661
## 289           Sales Executive               4       Married          9738
## 290      Sales Representative               4       Married          2572
## 291     Laboratory Technician               4      Divorced          2270
## 292     Laboratory Technician               2       Married          5674
## 293        Research Scientist               2        Single          2279
## 294         Research Director               2       Married         11957
## 295                   Manager               4        Single         16437
## 296     Laboratory Technician               3       Married          2660
## 297    Manufacturing Director               3       Married          9547
## 298     Laboratory Technician               3        Single          6074
## 299        Research Scientist               1        Single          2321
## 300        Research Scientist               4       Married          3464
## 301           Sales Executive               2       Married          6524
## 302           Sales Executive               1       Married          9069
## 303        Research Scientist               2      Divorced          3537
## 304        Research Scientist               3        Single          5098
## 305        Research Scientist               3        Single          2479
## 306     Laboratory Technician               4       Married          3162
## 307     Laboratory Technician               4       Married          2380
## 308        Research Scientist               4       Married          2979
## 309 Healthcare Representative               2       Married          6385
## 310           Sales Executive               2       Married          4851
## 311        Research Scientist               4       Married          5484
## 312    Manufacturing Director               3        Single         13237
## 313        Research Scientist               3        Single          4084
## 314    Manufacturing Director               3       Married          6132
## 315           Sales Executive               1        Single          5405
## 316           Sales Executive               4        Single          4163
## 317      Sales Representative               3       Married          2231
## 318 Healthcare Representative               3        Single          4617
## 319           Sales Executive               4       Married          6120
## 320        Research Scientist               4        Single          2994
## 321     Laboratory Technician               2       Married          2332
## 322        Research Scientist               4       Married          2691
## 323        Research Scientist               4      Divorced          3761
## 324        Research Scientist               1      Divorced          4615
## 325    Manufacturing Director               4       Married         12742
## 326        Research Scientist               3        Single          2318
## 327         Research Director               4      Divorced         19049
## 328        Research Scientist               1      Divorced          5410
## 329        Research Scientist               2      Divorced          2133
## 330                   Manager               1       Married         16799
## 331                   Manager               3        Single         15379
## 332           Sales Executive               4       Married         10400
## 333        Research Scientist               2      Divorced          2342
## 334    Manufacturing Director               1       Married          7412
## 335                   Manager               4       Married         18844
## 336        Research Scientist               3        Single          4508
## 337           Sales Executive               4      Divorced          4968
## 338 Healthcare Representative               4        Single          7756
## 339           Sales Executive               3        Single          4728
## 340     Laboratory Technician               1      Divorced          2341
## 341        Research Scientist               1       Married          3419
## 342     Laboratory Technician               4       Married          3867
## 343 Healthcare Representative               4      Divorced          7119
## 344        Research Scientist               3      Divorced          2083
## 345           Sales Executive               1      Divorced          4115
## 346           Sales Executive               1        Single         13341
## 347    Manufacturing Director               3        Single          4033
## 348    Manufacturing Director               2      Divorced          6397
## 349        Research Scientist               3        Single          2290
## 350 Healthcare Representative               4       Married         11103
## 351         Research Director               1       Married         13348
## 352           Sales Executive               4       Married          6929
## 353        Research Scientist               4       Married          4422
## 354 Healthcare Representative               4      Divorced          4069
## 355           Sales Executive               3      Divorced         10447
## 356           Sales Executive               1        Single          4759
## 357        Research Scientist               2       Married          2368
## 358        Research Scientist               2       Married          2546
## 359    Manufacturing Director               4       Married          6162
## 360     Laboratory Technician               4       Married          3210
## 361                   Manager               3       Married         19999
## 362      Sales Representative               1        Single          1091
## 363                   Manager               4       Married         19845
## 364         Research Director               3      Divorced         19436
## 365                   Manager               3       Married         19187
## 366           Sales Executive               1       Married         13212
## 367     Laboratory Technician               2      Divorced          4444
## 368           Sales Executive               1       Married          5473
## 369        Research Scientist               3       Married          2073
## 370        Research Scientist               4        Single          5055
## 371    Manufacturing Director               1       Married          4148
## 372           Sales Executive               1       Married          8412
## 373     Laboratory Technician               1      Divorced          5210
## 374        Research Scientist               2       Married          3936
## 375      Sales Representative               1        Single          2728
## 376         Research Director               4        Single         14411
## 377     Laboratory Technician               1        Single          2743
## 378           Sales Executive               4      Divorced          5087
## 379        Research Scientist               4       Married          2168
## 380        Research Scientist               3       Married          2132
## 381         Research Director               3       Married         18300
## 382           Human Resources               3       Married          2942
## 383           Sales Executive               1      Divorced          5486
## 384      Sales Representative               1      Divorced          2322
## 385        Research Scientist               3       Married          2461
## 386         Research Director               1       Married         13582
## 387           Sales Executive               3        Single          8789
## 388    Manufacturing Director               4      Divorced          4262
## 389      Sales Representative               4        Single          4502
## 390      Sales Representative               2        Single          2174
## 391           Sales Executive               1       Married          6500
## 392           Sales Executive               4       Married          4157
## 393        Research Scientist               1      Divorced          3065
## 394           Sales Executive               1       Married         10266
## 395        Research Scientist               4        Single          2515
## 396        Research Scientist               4      Divorced          2695
## 397         Research Director               3       Married         17861
## 398           Human Resources               3       Married          2742
## 399 Healthcare Representative               3      Divorced          6306
## 400    Manufacturing Director               3        Single         10209
## 401    Manufacturing Director               4        Single          6091
## 402    Manufacturing Director               3      Divorced          5265
## 403     Laboratory Technician               3        Single          2105
## 404 Healthcare Representative               1       Married          8008
## 405        Research Scientist               1        Single          2559
## 406         Research Director               4      Divorced         16627
## 407           Sales Executive               4       Married          5468
## 408     Laboratory Technician               3      Divorced          2741
## 409                   Manager               4       Married         15427
## 410         Research Director               1       Married         17159
## 411           Human Resources               1       Married          2342
## 412           Sales Executive               3        Single          9241
## 413        Research Scientist               2       Married          3022
## 414           Sales Executive               4        Single          4648
## 415      Sales Representative               3      Divorced          2351
## 416    Manufacturing Director               4      Divorced          5762
## 417     Laboratory Technician               4        Single          2564
## 418     Laboratory Technician               4       Married          3688
## 419    Manufacturing Director               4       Married          6474
## 420         Research Director               3       Married         11935
## 421    Manufacturing Director               2       Married          4325
## 422        Research Scientist               3       Married          4449
## 423           Sales Executive               3       Married          6172
## 424     Laboratory Technician               4        Single          1611
## 425           Sales Executive               1       Married          4724
## 426           Sales Executive               4      Divorced         10798
## 427        Research Scientist               3      Divorced          1274
## 428        Research Scientist               3        Single          3230
## 429     Laboratory Technician               3        Single          3730
## 430    Manufacturing Director               1       Married          5957
## 431           Sales Executive               3        Single          4478
## 432        Research Scientist               3      Divorced          3544
## 433     Laboratory Technician               1        Single          4284
## 434        Research Scientist               1      Divorced          2109
## 435           Sales Executive               2      Divorced          9705
## 436           Sales Executive               2       Married          6214
## 437        Research Scientist               3        Single          4382
## 438     Laboratory Technician               1        Single          2867
## 439      Sales Representative               3       Married          2683
## 440 Healthcare Representative               4        Single          7625
## 441        Research Scientist               3        Single          4998
## 442     Laboratory Technician               3       Married          2974
## 443     Laboratory Technician               3        Single          3485
## 444           Human Resources               4      Divorced          3195
## 445         Research Director               4      Divorced         19328
## 446        Research Scientist               4       Married          3420
## 447        Research Scientist               4       Married          4735
## 448 Healthcare Representative               1       Married          5538
## 449     Laboratory Technician               4        Single          2406
## 450           Sales Executive               1       Married          4385
## 451 Healthcare Representative               4       Married          4878
## 452        Research Scientist               2        Single          3420
## 453           Sales Executive               4        Single          5813
## 454           Sales Executive               3        Single          5487
## 455                   Manager               1       Married         15402
## 456                   Manager               2        Single         19833
## 457           Sales Executive               4       Married          5476
## 458           Sales Executive               4        Single          5441
## 459        Research Scientist               1       Married          2066
## 460     Laboratory Technician               4        Single          5810
## 461     Laboratory Technician               3       Married          2093
## 462     Laboratory Technician               2        Single          2013
## 463           Sales Executive               4        Single          9208
## 464    Manufacturing Director               4        Single          5238
## 465        Research Scientist               3       Married          2437
## 466        Research Scientist               4        Single          3944
## 467      Sales Representative               4        Single          2644
## 468     Laboratory Technician               4       Married          3038
## 469           Sales Executive               1        Single          4969
## 470    Manufacturing Director               1      Divorced          4450
## 471        Research Scientist               2       Married          2226
## 472        Research Scientist               4        Single          2439
## 473         Research Director               1       Married         13245
## 474        Research Scientist               4        Single          3452
## 475     Laboratory Technician               3      Divorced          2207
## 476           Sales Executive               4        Single          5772
## 477           Sales Executive               3      Divorced          6334
## 478           Sales Executive               3      Divorced          4306
## 479     Laboratory Technician               1       Married          2950
## 480         Research Director               4       Married         13744
## 481 Healthcare Representative               1       Married          5373
## 482        Research Scientist               4       Married          2356
## 483        Research Scientist               4       Married          5747
## 484        Research Scientist               1      Divorced          4257
## 485 Healthcare Representative               4       Married         10312
## 486           Sales Executive               4        Single          5993
## 487      Sales Representative               4        Single          1081
## 488        Research Scientist               3      Divorced          2911
## 489     Laboratory Technician               3        Single          5381
## 490 Healthcare Representative               3        Single          6142
## 491         Research Director               1        Single         18665
## 492         Research Director               1       Married         16880
## 493           Sales Executive               3        Single          5869
## 494 Healthcare Representative               2        Single          8606
## 495           Sales Executive               3       Married          5673
## 496                   Manager               3       Married         16307
## 497        Research Scientist               4       Married          2654
## 498        Research Scientist               4       Married          2326
## 499 Healthcare Representative               3       Married          5237
## 500           Sales Executive               3       Married          5736
## 501    Manufacturing Director               1       Married         10008
## 502     Laboratory Technician               3        Single          2028
## 503      Sales Representative               3       Married          2655
## 504    Manufacturing Director               1      Divorced          9980
## 505         Research Director               3       Married         17169
## 506        Research Scientist               2       Married          5878
## 507      Sales Representative               3        Single          2851
## 508           Sales Executive               2       Married         10596
## 509      Sales Representative               4      Divorced          2793
## 510         Research Director               3       Married         19545
## 511           Sales Executive               4       Married          5343
## 512 Healthcare Representative               3       Married         10920
## 513        Research Scientist               3       Married          3433
## 514         Research Director               4        Single         13458
## 515      Sales Representative               4        Single          2610
## 516    Manufacturing Director               2      Divorced          5482
## 517      Sales Representative               2       Married          2413
## 518     Laboratory Technician               2      Divorced          2766
## 519     Laboratory Technician               4       Married          4627
## 520     Laboratory Technician               4        Single          2587
## 521        Research Scientist               4        Single          2553
## 522     Laboratory Technician               2       Married          2408
## 523        Research Scientist               1      Divorced          9724
## 524         Research Director               3      Divorced         19502
## 525        Research Scientist               4       Married          2177
## 526           Sales Executive               2       Married          7525
## 527           Sales Executive               1      Divorced          5006
## 528 Healthcare Representative               1       Married          6833
## 529        Research Scientist               3        Single          2859
## 530        Research Scientist               2       Married          4963
## 531 Healthcare Representative               3       Married          8823
## 532           Sales Executive               3        Single          6815
## 533        Research Scientist               3       Married          2700
## 534 Healthcare Representative               4      Divorced          6667
## 535     Laboratory Technician               1       Married          2119
## 536        Research Scientist               4      Divorced          2089
## 537           Sales Executive               2        Single          7351
## 538           Human Resources               3      Divorced          2696
## 539      Sales Representative               2        Single          3202
## 540           Sales Executive               1        Single          5155
## 541     Laboratory Technician               3      Divorced          3491
## 542        Research Scientist               1       Married          3143
## 543        Research Scientist               3      Divorced          2566
## 544    Manufacturing Director               3       Married          6553
## 545        Research Scientist               1        Single          4381
## 546        Research Scientist               4       Married          2929
## 547     Laboratory Technician               2       Married          7403
## 548     Laboratory Technician               3        Single          5094
## 549         Research Director               2       Married         12061
## 550           Human Resources               2        Single          2177
## 551                   Manager               3       Married         19189
## 552           Human Resources               4      Divorced          4936
## 553           Human Resources               4        Single          3886
## 554        Research Scientist               3       Married          2259
## 555 Healthcare Representative               4       Married          4876
## 556           Sales Executive               3       Married          9602
## 557     Laboratory Technician               3        Single          3780
## 558        Research Scientist               4       Married          3622
## 559    Manufacturing Director               2       Married          4434
## 560           Sales Executive               3       Married          5296
## 561     Laboratory Technician               2        Single          2088
## 562         Research Director               3       Married         15787
## 563     Laboratory Technician               2       Married          2811
## 564         Research Director               3       Married         11031
## 565     Laboratory Technician               3       Married          3833
## 566        Research Scientist               4        Single          2436
## 567     Laboratory Technician               1        Single          2176
## 568           Sales Executive               1       Married          9714
## 569           Sales Executive               3        Single          6244
## 570    Manufacturing Director               3       Married         13973
## 571           Sales Executive               2       Married          4393
## 572        Research Scientist               4        Single          2693
## 573           Sales Executive               4       Married          6834
## 574           Sales Executive               3       Married          6799
## 575           Sales Executive               2       Married          6272
## 576    Manufacturing Director               3      Divorced          5993
## 577      Sales Representative               1        Single          2858
## 578     Laboratory Technician               3        Single          3162
## 579    Manufacturing Director               3        Single          5042
## 580 Healthcare Representative               4      Divorced          6623
## 581     Laboratory Technician               4       Married          3669
## 582         Research Director               4        Single         15992
## 583 Healthcare Representative               4       Married          5811
## 584           Sales Executive               2       Married          4779
## 585 Healthcare Representative               4       Married          6465
## 586     Laboratory Technician               4       Married          2741
## 587        Research Scientist               4      Divorced          5329
## 588      Sales Representative               1        Single          3407
## 589     Laboratory Technician               3        Single          3629
## 590     Laboratory Technician               1       Married          4014
## 591        Research Scientist               3       Married          2814
## 592           Sales Executive               2        Single          4599
## 593      Sales Representative               3       Married          2909
## 594     Laboratory Technician               1       Married          3211
## 595    Manufacturing Director               3       Married         10435
## 596           Sales Executive               1      Divorced          4037
## 597    Manufacturing Director               2       Married         10903
## 598     Laboratory Technician               3       Married          3448
## 599    Manufacturing Director               2       Married          6142
## 600        Research Scientist               4       Married          2293
## 601      Sales Representative               2       Married          2033
## 602        Research Scientist               1       Married          4087
## 603         Research Director               1       Married         11416
## 604     Laboratory Technician               4       Married          3131
## 605      Sales Representative               2        Single          2760
## 606         Research Director               3       Married         14814
## 607           Sales Executive               3        Single          5473
## 608           Sales Executive               1      Divorced          5605
## 609     Laboratory Technician               1        Single          3578
## 610      Sales Representative               4        Single          2342
## 611     Laboratory Technician               4       Married          5363
## 612 Healthcare Representative               3        Single          6811
## 613     Laboratory Technician               1       Married          2707
## 614      Sales Representative               2        Single          2121
## 615           Sales Executive               3      Divorced          7264
## 616     Laboratory Technician               4       Married          3986
## 617     Laboratory Technician               2       Married          3838
## 618           Sales Executive               1      Divorced          5454
## 619 Healthcare Representative               1       Married          9991
## 620     Laboratory Technician               3       Married          1281
## 621     Laboratory Technician               4        Single          2926
## 622    Manufacturing Director               3      Divorced          5067
## 623        Research Scientist               4        Single          3280
## 624           Human Resources               4        Single          8837
## 625     Laboratory Technician               1        Single          2561
## 626        Research Scientist               3      Divorced          2517
## 627           Sales Executive               3       Married          4162
## 628         Research Director               4      Divorced         11510
## 629    Manufacturing Director               2       Married         10976
## 630 Healthcare Representative               2        Single          8621
## 631        Research Scientist               4       Married          2662
## 632           Sales Executive               4        Single          9888
## 633           Sales Executive               4        Single          6861
## 634     Laboratory Technician               4      Divorced          2835
## 635 Healthcare Representative               1       Married          9985
## 636     Laboratory Technician               4       Married          2376
## 637                   Manager               1       Married         17665
## 638           Sales Executive               3      Divorced          8628
## 639        Research Scientist               4       Married          2725
## 640      Sales Representative               1      Divorced          3041
## 641     Laboratory Technician               3      Divorced          2693
## 642 Healthcare Representative               1      Divorced          4448
## 643                   Manager               1        Single         16756
## 644        Research Scientist               1       Married          2307
## 645        Research Scientist               1      Divorced          2107
## 646           Sales Executive               4       Married         10855
## 647     Laboratory Technician               3        Single          1904
## 648     Laboratory Technician               3       Married          2305
## 649           Sales Executive               1        Single          4312
## 650     Laboratory Technician               1        Single          2166
## 651     Laboratory Technician               1        Single          2450
## 652           Sales Executive               4      Divorced          5220
## 653         Research Director               3        Single         13499
## 654                   Manager               3       Married         12504
## 655     Laboratory Technician               3        Single          3894
## 656 Healthcare Representative               1       Married          4741
## 657         Research Director               2       Married         12490
## 658                   Manager               4      Divorced         16032
## 659    Manufacturing Director               2        Single          6032
## 660    Manufacturing Director               2        Single          6499
## 661     Laboratory Technician               4       Married          5309
## 662        Research Scientist               3      Divorced          2768
## 663           Sales Executive               4      Divorced         10368
## 664     Laboratory Technician               4      Divorced          3917
## 665           Sales Executive               3        Single          4568
## 666 Healthcare Representative               3        Single          6294
## 667           Sales Executive               4       Married          7918
## 668     Laboratory Technician               4      Divorced          3408
## 669     Laboratory Technician               3       Married          4883
## 670         Research Director               4       Married         17779
## 671         Research Director               3        Single         13664
## 672           Sales Executive               4      Divorced          5505
## 673           Sales Executive               1        Single          4898
## 674        Research Scientist               2      Divorced          2022
## 675        Research Scientist               3       Married          3517
## 676                   Manager               2       Married         18789
## 677    Manufacturing Director               2       Married          5228
## 678     Laboratory Technician               3       Married          6323
## 679    Manufacturing Director               2      Divorced          5131
## 680      Sales Representative               3       Married          2329
## 681           Sales Executive               1       Married          4256
## 682     Laboratory Technician               4       Married          2258
## 683 Healthcare Representative               3       Married          5347
## 684 Healthcare Representative               4      Divorced          9439
## 685        Research Scientist               4       Married          2713
## 686    Manufacturing Director               2      Divorced         10648
## 687 Healthcare Representative               4        Single          7553
## 688        Research Scientist               2       Married          2622
## 689     Laboratory Technician               4        Single          1102
## 690           Human Resources               2      Divorced          2592
## 691           Human Resources               3       Married          6077
## 692                   Manager               2       Married         11849
## 693 Healthcare Representative               4        Single          6781
## 694        Research Scientist               4        Single          2285
## 695           Sales Executive               4      Divorced          9525
## 696      Sales Representative               4        Single          3294
## 697                   Manager               4       Married         15202
## 698     Laboratory Technician               2        Single          5914
## 699      Sales Representative               4        Single          1569
## 700         Research Director               2       Married         19081
## 701           Human Resources               2       Married          2804
## 702           Sales Executive               3       Married          5714
## 703           Sales Executive               4       Married         10377
## 704           Human Resources               2       Married          2148
## 705           Human Resources               3       Married          2267
## 706           Sales Executive               4        Single          6230
## 707        Research Scientist               4       Married          6854
## 708           Human Resources               2        Single          2109
## 709     Laboratory Technician               3       Married          3702
## 710                   Manager               1      Divorced         17924
## 711                   Manager               1       Married         11916
## 712                   Manager               4      Divorced         14118
## 713     Laboratory Technician               2        Single          2559
## 714           Sales Executive               4       Married          9699
## 715           Sales Executive               1        Single          7587
## 716           Human Resources               3       Married          1555
## 717           Sales Executive               3       Married          6578
## 718        Research Scientist               3        Single          3660
## 719           Sales Executive               4        Single          4581
## 720    Manufacturing Director               2      Divorced          7655
## 721    Manufacturing Director               3       Married          9434
## 722    Manufacturing Director               3       Married          5768
## 723        Research Scientist               1      Divorced          2996
## 724    Manufacturing Director               4        Single          8858
## 725     Laboratory Technician               3        Single          3968
## 726    Manufacturing Director               3       Married          4898
## 727      Sales Representative               4       Married          2973
## 728        Research Scientist               3      Divorced          3815
## 729     Laboratory Technician               4        Single          2340
## 730     Laboratory Technician               4       Married          2523
## 731    Manufacturing Director               2      Divorced          4765
## 732           Sales Executive               3       Married          5238
## 733           Human Resources               2       Married          2863
## 734           Sales Executive               3       Married          4707
## 735        Research Scientist               4        Single          2972
## 736           Sales Executive               3        Single          6500
## 737           Sales Executive               4       Married         12031
## 738           Sales Executive               4        Single          5171
## 739           Sales Executive               3       Married          4601
## 740     Laboratory Technician               4        Single          3681
## 741           Sales Executive               3       Married          8639
## 742                   Manager               4      Divorced         11557
## 743        Research Scientist               4       Married          4285
## 744     Laboratory Technician               2        Single          3295
## 745           Sales Executive               3      Divorced          4907
## 746     Laboratory Technician               1      Divorced          2296
## 747           Human Resources               1      Divorced          2335
## 748 Healthcare Representative               1        Single          5343
## 749     Laboratory Technician               1      Divorced          3907
## 750        Research Scientist               4        Single          2500
## 751      Sales Representative               4        Single          2323
## 752      Sales Representative               2        Single          2302
## 753 Healthcare Representative               3       Married         11245
## 754           Sales Executive               2       Married          7314
## 755         Research Director               3       Married         13549
## 756     Laboratory Technician               3        Single          3708
## 757 Healthcare Representative               4       Married          4014
## 758 Healthcare Representative               3       Married          6651
## 759     Laboratory Technician               3       Married          3306
## 760                   Manager               2        Single         18824
## 761        Research Scientist               1        Single          2404
## 762                   Manager               4       Married         16752
## 763           Sales Executive               2        Single          6151
## 764           Sales Executive               3       Married          6347
## 765           Human Resources               4       Married          3737
## 766     Laboratory Technician               1        Single          5769
## 767        Research Scientist               3       Married          3376
## 768           Sales Executive               1      Divorced         10932
## 769    Manufacturing Director               4      Divorced          7379
## 770           Sales Executive               3       Married          5593
## 771           Sales Executive               4        Single          4682
## 772           Sales Executive               1      Divorced         10453
## 773 Healthcare Representative               3        Single         10938
## 774        Research Scientist               3       Married          3388
## 775 Healthcare Representative               4       Married         10124
## 776        Research Scientist               3        Single          3505
## 777           Human Resources               3      Divorced          2064
## 778      Sales Representative               1      Divorced          2827
## 779     Laboratory Technician               4        Single          2570
## 780        Research Scientist               4       Married          4787
## 781      Sales Representative               2        Single          3140
## 782 Healthcare Representative               3        Single          4553
## 783           Human Resources               2      Divorced          2277
## 784           Sales Executive               3       Married          4539
## 785           Sales Executive               2       Married          4978
## 786         Research Director               2        Single         16422
## 787                   Manager               3       Married         13116
## 788        Research Scientist               2       Married          4941
## 789         Research Director               1       Married         19038
## 790        Research Scientist               2        Single          2096
## 791     Laboratory Technician               1       Married          4789
## 792        Research Scientist               2        Single          2311
## 793    Manufacturing Director               3       Married          7756
## 794 Healthcare Representative               3      Divorced         10096
## 795    Manufacturing Director               4      Divorced          6804
## 796        Research Scientist               1        Single          3348
## 797 Healthcare Representative               4       Married         13496
## 798     Laboratory Technician               1       Married          2398
## 799        Research Scientist               2        Single          1859
## 800 Healthcare Representative               1      Divorced          6842
## 801           Sales Executive               1       Married          5376
## 802           Sales Executive               4        Single          6582
## 803                   Manager               1       Married         17068
## 804           Sales Executive               1        Single          9582
## 805     Laboratory Technician               2       Married          2042
## 806 Healthcare Representative               1       Married          8321
## 807           Sales Executive               3       Married          6232
## 808        Research Scientist               4       Married          2323
## 809        Research Scientist               4       Married          2862
## 810        Research Scientist               2       Married          3058
## 811     Laboratory Technician               1      Divorced          3072
## 812     Laboratory Technician               4       Married          3229
## 813           Sales Executive               3      Divorced          4260
## 814                   Manager               3       Married         19658
## 815      Sales Representative               2       Married          2899
## 816        Research Scientist               4       Married          2781
## 817    Manufacturing Director               4        Single          6877
## 818         Research Director               3       Married         11691
## 819     Laboratory Technician               4        Single          2720
## 820           Sales Executive               3        Single          9854
## 821        Research Scientist               4       Married          3312
## 822           Sales Executive               4      Divorced          6931
## 823           Sales Executive               3       Married          6712
## 824     Laboratory Technician               3       Married          2610
## 825    Manufacturing Director               3       Married          4663
## 826         Research Director               4      Divorced         19627
## 827           Sales Executive               3       Married          8161
## 828           Sales Executive               1        Single          4538
## 829     Laboratory Technician               2       Married          2468
## 830                   Manager               2       Married         18200
## 831     Laboratory Technician               1       Married          3633
## 832      Sales Representative               3        Single          1675
## 833     Laboratory Technician               1       Married          3196
## 834        Research Scientist               1        Single          2552
## 835 Healthcare Representative               2      Divorced         13577
## 836           Sales Executive               2      Divorced          8834
## 837        Research Scientist               3       Married          2996
## 838           Sales Executive               4        Single          5337
## 839    Manufacturing Director               2      Divorced         10333
## 840         Research Director               2       Married         19665
## 841     Laboratory Technician               3        Single          1420
## 842           Human Resources               1        Single          7988
## 843    Manufacturing Director               4       Married         13826
## 844 Healthcare Representative               4      Divorced          8500
## 845           Sales Executive               4        Single          6029
## 846     Laboratory Technician               1      Divorced          4558
## 847     Laboratory Technician               2        Single          1483
## 848 Healthcare Representative               4      Divorced          9613
## 849           Sales Executive               3       Married          6380
## 850     Laboratory Technician               4       Married          2544
## 851           Sales Executive               3       Married          4559
## 852     Laboratory Technician               3        Single          2206
## 853     Laboratory Technician               3        Single          4193
## 854 Healthcare Representative               1        Single          5661
## 855    Manufacturing Director               2       Married          4788
## 856      Sales Representative               3       Married          2404
## 857        Research Scientist               1        Single          2657
## 858    Manufacturing Director               3       Married          8943
## 859     Laboratory Technician               1       Married          2238
## 860 Healthcare Representative               4       Married          7978
## 861     Laboratory Technician               3        Single          2838
## 862           Sales Executive               4        Single         10231
## 863           Sales Executive               4        Single          5304
## 864           Sales Executive               3      Divorced         13770
## 865    Manufacturing Director               4       Married          9380
## 866    Manufacturing Director               4        Single          7898
## 867           Sales Executive               4       Married          4465
## 868           Sales Executive               3       Married          4591
## 869        Research Scientist               3       Married          4477
## 870     Laboratory Technician               2        Single          4425
##     MonthlyRate NumCompaniesWorked Over18 OverTime PercentSalaryHike
## 1          9250                  2      Y       No                11
## 2         17544                  1      Y       No                14
## 3         19944                  2      Y       No                11
## 4         24032                  1      Y       No                19
## 5         17218                  1      Y      Yes                13
## 6          4809                  1      Y       No                21
## 7          5561                  2      Y      Yes                12
## 8         24223                  2      Y      Yes                14
## 9         18410                  1      Y      Yes                19
## 10        15332                  1      Y       No                14
## 11        22539                  7      Y       No                13
## 12        10494                  1      Y       No                15
## 13        18869                  3      Y       No                21
## 14        17434                  1      Y       No                18
## 15        22957                  6      Y       No                12
## 16        24406                  1      Y       No                13
## 17        13554                  1      Y       No                12
## 18        16044                  2      Y       No                14
## 19         5586                  0      Y      Yes                14
## 20         9364                  2      Y       No                15
## 21        13934                  2      Y      Yes                11
## 22        18597                  3      Y       No                12
## 23        19627                  3      Y      Yes                13
## 24        21602                  7      Y       No                13
## 25        12291                  0      Y       No                14
## 26         8751                  7      Y       No                11
## 27        12355                  0      Y       No                11
## 28        18385                  0      Y      Yes                17
## 29         5843                  6      Y      Yes                13
## 30        26589                  0      Y       No                18
## 31        22812                  0      Y       No                17
## 32        13637                  1      Y       No                18
## 33        14977                  3      Y      Yes                12
## 34        16340                  6      Y       No                12
## 35        10138                  8      Y       No                24
## 36        26062                  1      Y       No                20
## 37        21530                  9      Y       No                17
## 38         8658                  5      Y      Yes                13
## 39         4022                  6      Y       No                14
## 40        21981                  0      Y       No                12
## 41        22577                  4      Y       No                22
## 42        12388                  0      Y       No                13
## 43        24941                  4      Y      Yes                16
## 44        26362                  8      Y       No                22
## 45        16901                  1      Y       No                22
## 46        16458                  1      Y       No                13
## 47        12147                  6      Y       No                15
## 48         5569                  0      Y      Yes                14
## 49         8059                  1      Y      Yes                14
## 50         5970                  6      Y       No                18
## 51        14561                  3      Y       No                17
## 52        22456                  3      Y      Yes                21
## 53        19982                  1      Y       No                13
## 54        23163                  1      Y       No                12
## 55        20682                  1      Y       No                23
## 56        20520                  1      Y       No                20
## 57        20366                  6      Y      Yes                12
## 58        16213                  1      Y      Yes                18
## 59        11677                  2      Y      Yes                18
## 60         8040                  1      Y      Yes                14
## 61         5518                  1      Y      Yes                11
## 62         5747                  3      Y       No                12
## 63         6393                  0      Y       No                19
## 64         8018                  1      Y       No                16
## 65         3372                  1      Y       No                13
## 66        15053                  0      Y      Yes                12
## 67        19368                  1      Y       No                13
## 68        13672                  1      Y       No                13
## 69         5868                  4      Y       No                13
## 70        15881                  1      Y       No                12
## 71        21412                  3      Y       No                22
## 72        23490                  0      Y       No                18
## 73        15497                  3      Y      Yes                13
## 74         9051                  3      Y      Yes                11
## 75        21534                  9      Y      Yes                19
## 76        10781                  1      Y       No                23
## 77        12288                  1      Y      Yes                14
## 78         3156                  1      Y       No                15
## 79        16840                  6      Y       No                12
## 80        17536                  1      Y      Yes                11
## 81        14382                  5      Y       No                15
## 82         5151                  2      Y       No                16
## 83        14284                  2      Y       No                11
## 84        17001                  4      Y      Yes                13
## 85         2323                  9      Y      Yes                11
## 86        21829                  3      Y      Yes                13
## 87        11825                  2      Y       No                12
## 88        10074                  1      Y      Yes                24
## 89         2975                  1      Y       No                15
## 90        22822                  3      Y       No                12
## 91        12106                  1      Y      Yes                23
## 92        11162                  1      Y       No                13
## 93         2396                  6      Y      Yes                15
## 94         4223                  3      Y      Yes                16
## 95        17053                  3      Y       No                15
## 96        24532                  1      Y       No                25
## 97        11380                  8      Y       No                12
## 98        15850                  5      Y       No                14
## 99         4668                  0      Y       No                13
## 100        3708                  5      Y       No                17
## 101        7679                  0      Y       No                14
## 102        8386                  1      Y       No                18
## 103       12740                  9      Y       No                15
## 104        8544                  2      Y       No                16
## 105       19764                  4      Y       No                12
## 106       13421                  1      Y       No                22
## 107       26283                  1      Y       No                13
## 108       25811                  4      Y      Yes                18
## 109       10842                  4      Y       No                22
## 110       11288                  1      Y       No                14
## 111       22088                  1      Y      Yes                14
## 112       13829                  2      Y       No                15
## 113       15322                  7      Y       No                19
## 114        4761                  2      Y       No                11
## 115       21026                  3      Y      Yes                15
## 116        4814                  1      Y      Yes                13
## 117       20623                  0      Y       No                14
## 118       23679                  4      Y      Yes                13
## 119        4609                  4      Y       No                12
## 120        6163                  1      Y       No                11
## 121       20335                  9      Y       No                14
## 122       25479                  1      Y      Yes                11
## 123       19239                  4      Y      Yes                12
## 124        7791                  0      Y       No                20
## 125       20260                  1      Y       No                18
## 126       13586                  1      Y      Yes                11
## 127        4681                  1      Y      Yes                22
## 128       23888                  0      Y       No                13
## 129       20003                  1      Y      Yes                14
## 130        7739                  2      Y       No                12
## 131        3356                  1      Y      Yes                13
## 132        8191                  3      Y       No                12
## 133        4386                  0      Y       No                11
## 134        7693                  4      Y       No                21
## 135        6227                  1      Y       No                11
## 136        9931                  1      Y       No                24
## 137        6689                  1      Y      Yes                11
## 138       13943                  8      Y       No                11
## 139        4303                  7      Y      Yes                21
## 140       14506                  2      Y       No                12
## 141       18235                  4      Y      Yes                12
## 142       26076                  1      Y       No                12
## 143       24208                  6      Y       No                13
## 144       22825                  4      Y       No                14
## 145       13888                  5      Y       No                20
## 146       16928                  1      Y       No                14
## 147        4673                  1      Y       No                13
## 148       10589                  2      Y       No                13
## 149        6409                  8      Y       No                22
## 150       20460                  0      Y       No                21
## 151       11512                  2      Y       No                17
## 152       21703                  1      Y       No                12
## 153       16985                  1      Y       No                14
## 154       15530                  3      Y       No                12
## 155        6896                  1      Y       No                14
## 156        6069                  7      Y      Yes                12
## 157        4258                  3      Y       No                14
## 158       13547                  7      Y       No                11
## 159       11535                  8      Y       No                11
## 160       23281                  3      Y      Yes                17
## 161       15998                  1      Y      Yes                12
## 162       12355                  1      Y       No                12
## 163       20431                  0      Y       No                12
## 164       23016                  3      Y      Yes                13
## 165        5100                  0      Y       No                15
## 166       22052                  1      Y       No                13
## 167        3498                  3      Y       No                16
## 168       22578                  4      Y       No                19
## 169       22087                  3      Y      Yes                12
## 170       26968                  4      Y       No                22
## 171       25275                  7      Y       No                23
## 172        2125                  8      Y       No                18
## 173        8984                  5      Y       No                11
## 174       21708                  0      Y      Yes                14
## 175       13938                  6      Y       No                13
## 176       25326                  1      Y      Yes                11
## 177       21199                  5      Y      Yes                13
## 178       15346                  6      Y      Yes                14
## 179       15589                  1      Y       No                14
## 180       12930                  4      Y       No                22
## 181       19588                  2      Y       No                18
## 182       19461                  3      Y       No                15
## 183       16090                  4      Y       No                12
## 184        9150                  4      Y       No                18
## 185       17872                  1      Y       No                11
## 186        2613                  1      Y       No                23
## 187        4973                  1      Y       No                17
## 188       21086                  6      Y       No                14
## 189       15815                  3      Y       No                14
## 190        8863                  1      Y       No                15
## 191       11934                  1      Y       No                13
## 192        8277                  2      Y       No                14
## 193       26314                  2      Y       No                14
## 194       19658                  2      Y       No                14
## 195        4050                  0      Y       No                12
## 196       23231                  1      Y       No                11
## 197       18725                  3      Y       No                23
## 198       11879                  6      Y       No                17
## 199        2094                  3      Y       No                14
## 200        9100                  1      Y       No                21
## 201       17071                  4      Y      Yes                16
## 202        7346                  1      Y       No                17
## 203       19124                  1      Y       No                12
## 204        3872                  7      Y      Yes                13
## 205       20990                  2      Y       No                11
## 206        7508                  1      Y      Yes                13
## 207        9489                  8      Y       No                13
## 208       11354                  7      Y      Yes                19
## 209       10415                  5      Y       No                14
## 210       21196                  3      Y      Yes                13
## 211        5640                  0      Y       No                23
## 212        7770                  6      Y       No                13
## 213       15232                  3      Y       No                17
## 214        4051                  9      Y      Yes                13
## 215       15174                  0      Y       No                13
## 216        8045                  2      Y       No                14
## 217       22174                  3      Y       No                19
## 218        2437                  3      Y       No                11
## 219       23910                  1      Y       No                14
## 220        9973                  1      Y      Yes                20
## 221       18686                  1      Y       No                22
## 222        5630                  2      Y       No                14
## 223       16130                  1      Y      Yes                25
## 224       12530                  1      Y       No                14
## 225       14293                  2      Y       No                19
## 226        4077                  1      Y       No                13
## 227       10910                  1      Y       No                12
## 228       12392                  1      Y      Yes                16
## 229       17519                  0      Y       No                21
## 230       11652                  2      Y      Yes                19
## 231        5388                  1      Y       No                19
## 232        9687                  1      Y       No                13
## 233       24164                  7      Y       No                11
## 234       17011                  2      Y       No                14
## 235       19494                  1      Y      Yes                12
## 236       14922                  5      Y       No                11
## 237       17312                  5      Y       No                11
## 238       18089                  1      Y      Yes                12
## 239       19655                  4      Y       No                14
## 240       21981                  5      Y       No                15
## 241        6950                  1      Y      Yes                21
## 242       13035                  3      Y       No                22
## 243        4956                  0      Y       No                23
## 244       15182                  3      Y       No                12
## 245       17689                  1      Y      Yes                15
## 246        6054                  6      Y       No                14
## 247       25713                  1      Y      Yes                14
## 248       18024                  0      Y       No                14
## 249       13953                  3      Y      Yes                14
## 250        5626                  7      Y       No                16
## 251       20439                  1      Y       No                12
## 252       25952                  4      Y       No                13
## 253        6153                  1      Y       No                14
## 254       21495                  0      Y       No                17
## 255       25178                  2      Y       No                11
## 256       24978                  4      Y       No                13
## 257        3909                  1      Y       No                11
## 258       12761                  7      Y       No                14
## 259       24444                  2      Y      Yes                13
## 260        7298                  6      Y      Yes                19
## 261       11882                  7      Y       No                14
## 262        7568                  6      Y       No                13
## 263       22149                  5      Y      Yes                13
## 264       18203                  1      Y       No                15
## 265       13257                  0      Y       No                12
## 266       16479                  0      Y       No                13
## 267       11929                  7      Y       No                14
## 268       24852                  1      Y       No                12
## 269       18079                  1      Y       No                20
## 270        9096                  0      Y       No                15
## 271       19665                  4      Y       No                22
## 272       19332                  1      Y       No                12
## 273        7018                  1      Y       No                21
## 274       13494                  4      Y       No                13
## 275       13339                  8      Y       No                11
## 276       18575                  4      Y       No                13
## 277       24440                  1      Y       No                13
## 278       10675                  0      Y       No                19
## 279       26959                  1      Y      Yes                11
## 280       16143                  0      Y      Yes                16
## 281        6069                  1      Y      Yes                17
## 282        3119                  2      Y      Yes                13
## 283        9060                  4      Y       No                17
## 284        7143                  4      Y       No                12
## 285        6004                  1      Y       No                13
## 286       22949                  1      Y      Yes                12
## 287       26092                  1      Y      Yes                23
## 288        8758                  0      Y       No                11
## 289       22952                  0      Y       No                14
## 290       20317                  1      Y       No                16
## 291       11005                  3      Y       No                14
## 292        6927                  7      Y       No                15
## 293       11781                  1      Y       No                16
## 294       17231                  0      Y       No                18
## 295       17381                  1      Y      Yes                21
## 296       20232                  7      Y      Yes                11
## 297       14074                  1      Y       No                17
## 298       22887                  1      Y      Yes                24
## 299       10322                  0      Y      Yes                22
## 300       24737                  5      Y      Yes                13
## 301        8891                  1      Y       No                14
## 302       11031                  1      Y       No                22
## 303       23737                  5      Y       No                12
## 304       18698                  1      Y       No                19
## 305       26227                  4      Y       No                24
## 306       10778                  0      Y       No                17
## 307       20165                  4      Y       No                18
## 308       22478                  3      Y       No                17
## 309       12992                  3      Y      Yes                14
## 310       15678                  0      Y       No                22
## 311       13008                  9      Y       No                17
## 312       20364                  7      Y       No                15
## 313        4156                  1      Y       No                12
## 314       13983                  2      Y       No                17
## 315       11924                  8      Y       No                14
## 316        8571                  1      Y      Yes                17
## 317       11314                  6      Y       No                18
## 318       14120                  1      Y       No                12
## 319        3567                  3      Y      Yes                12
## 320       21221                  1      Y      Yes                12
## 321        3974                  6      Y       No                20
## 322        7660                  1      Y       No                12
## 323        2373                  9      Y       No                12
## 324       21029                  8      Y      Yes                23
## 325        7060                  1      Y       No                16
## 326       17808                  1      Y       No                19
## 327        3549                  0      Y      Yes                14
## 328       11189                  6      Y      Yes                17
## 329       18115                  1      Y      Yes                16
## 330       16616                  0      Y       No                14
## 331       22384                  4      Y       No                14
## 332       25812                  1      Y       No                11
## 333       11092                  1      Y      Yes                12
## 334        6009                  1      Y       No                11
## 335       21922                  9      Y       No                21
## 336        3129                  1      Y       No                22
## 337       18500                  1      Y       No                11
## 338       22266                  0      Y       No                17
## 339       17251                  3      Y      Yes                14
## 340       19715                  1      Y       No                13
## 341       13072                  9      Y      Yes                14
## 342       14222                  1      Y      Yes                12
## 343       21214                  4      Y       No                15
## 344       22653                  1      Y       No                20
## 345       13192                  8      Y       No                19
## 346       25098                  0      Y       No                12
## 347       15834                  2      Y       No                11
## 348       26767                  1      Y       No                20
## 349        4279                  2      Y       No                13
## 350       20420                  7      Y       No                11
## 351       14842                  9      Y       No                13
## 352       12241                  4      Y       No                11
## 353       21203                  3      Y      Yes                13
## 354        8841                  3      Y      Yes                18
## 355       26458                  0      Y      Yes                13
## 356       15891                  3      Y       No                18
## 357       23300                  1      Y       No                19
## 358       18300                  5      Y       No                16
## 359       10877                  1      Y      Yes                22
## 360       20251                  0      Y       No                11
## 361        5678                  0      Y       No                14
## 362       10642                  1      Y       No                17
## 363       25846                  1      Y       No                15
## 364        5949                  0      Y       No                19
## 365        6992                  4      Y       No                14
## 366       18256                  9      Y       No                11
## 367       22534                  4      Y       No                13
## 368       19345                  0      Y       No                12
## 369       12826                  2      Y       No                16
## 370       10557                  7      Y       No                16
## 371       11275                  1      Y       No                12
## 372        2890                  0      Y       No                11
## 373       20308                  1      Y       No                18
## 374        9953                  1      Y       No                11
## 375       21082                  1      Y       No                11
## 376       24450                  1      Y      Yes                13
## 377        8269                  1      Y       No                16
## 378        2900                  3      Y      Yes                12
## 379       26933                  0      Y      Yes                18
## 380       11539                  4      Y      Yes                11
## 381       16375                  4      Y       No                11
## 382        8916                  1      Y       No                23
## 383       24795                  4      Y       No                11
## 384        9518                  3      Y       No                13
## 385       10332                  9      Y      Yes                12
## 386       16292                  1      Y       No                13
## 387        9096                  1      Y       No                14
## 388       22645                  4      Y       No                12
## 389        7439                  3      Y       No                15
## 390        9150                  1      Y      Yes                11
## 391       13305                  5      Y       No                17
## 392       21436                  7      Y      Yes                19
## 393        3995                  1      Y      Yes                13
## 394        2845                  4      Y       No                19
## 395        9068                  5      Y      Yes                14
## 396        7747                  0      Y      Yes                18
## 397        2288                  6      Y       No                13
## 398        3072                  1      Y       No                15
## 399       26236                  1      Y       No                21
## 400       19719                  5      Y      Yes                18
## 401       24793                  2      Y       No                20
## 402       16439                  2      Y       No                16
## 403        5411                  4      Y       No                12
## 404       22792                  4      Y       No                12
## 405       17852                  1      Y       No                11
## 406        2671                  4      Y      Yes                14
## 407       13402                  1      Y       No                14
## 408        6865                  1      Y       No                14
## 409       22021                  2      Y       No                16
## 410        5200                  6      Y       No                24
## 411        8635                  0      Y       No                21
## 412       15869                  1      Y       No                12
## 413       10227                  4      Y       No                21
## 414       26075                  8      Y       No                13
## 415       12253                  0      Y       No                16
## 416       24442                  2      Y       No                14
## 417        7181                  0      Y       No                14
## 418        7122                  4      Y       No                18
## 419        9961                  1      Y       No                13
## 420       21526                  1      Y       No                18
## 421       17736                  1      Y       No                15
## 422       23866                  3      Y      Yes                15
## 423       20739                  4      Y      Yes                18
## 424       19305                  1      Y       No                15
## 425       24232                  1      Y       No                11
## 426        5268                  5      Y       No                13
## 427        7152                  1      Y       No                13
## 428       10531                  1      Y       No                17
## 429        9571                  0      Y      Yes                14
## 430       23687                  6      Y       No                13
## 431        5242                  1      Y      Yes                11
## 432        8532                  9      Y       No                16
## 433       22710                  3      Y       No                20
## 434       10007                  1      Y       No                13
## 435       20652                  2      Y       No                12
## 436        3415                  1      Y       No                18
## 437       16374                  6      Y       No                17
## 438       20006                  0      Y       No                13
## 439        3810                  1      Y      Yes                14
## 440       19383                  0      Y       No                13
## 441        2338                  4      Y      Yes                14
## 442       25412                  9      Y       No                17
## 443       14935                  2      Y       No                11
## 444        4167                  4      Y      Yes                18
## 445       14218                  7      Y      Yes                17
## 446       10205                  7      Y       No                12
## 447        9867                  7      Y       No                15
## 448        5696                  5      Y       No                18
## 449        5456                  1      Y       No                11
## 450       24162                  1      Y       No                15
## 451       21653                  0      Y      Yes                13
## 452       21158                  1      Y       No                13
## 453       13492                  1      Y      Yes                18
## 454       10410                  1      Y       No                14
## 455       17997                  7      Y       No                11
## 456        4349                  1      Y       No                14
## 457       22589                  1      Y       No                11
## 458        8423                  0      Y      Yes                22
## 459       10494                  2      Y       No                22
## 460       22604                  1      Y       No                16
## 461        9260                  4      Y       No                17
## 462       10950                  2      Y       No                11
## 463        6645                  4      Y       No                11
## 464        6670                  2      Y       No                20
## 465       15587                  9      Y      Yes                16
## 466        4306                  5      Y      Yes                11
## 467       17001                  3      Y      Yes                21
## 468       22002                  3      Y       No                12
## 469       21813                  8      Y       No                18
## 470       26250                  1      Y       No                11
## 471        6073                  1      Y       No                11
## 472       14753                  1      Y      Yes                24
## 473       15067                  4      Y      Yes                14
## 474        9752                  5      Y       No                13
## 475       22482                  1      Y       No                16
## 476       20445                  4      Y      Yes                21
## 477       24558                  4      Y       No                19
## 478        4267                  5      Y       No                12
## 479       17363                  9      Y       No                13
## 480       15471                  1      Y      Yes                25
## 481        6225                  0      Y       No                12
## 482       14871                  3      Y      Yes                19
## 483       26496                  1      Y      Yes                15
## 484       13939                  4      Y      Yes                18
## 485        3465                  1      Y       No                12
## 486       19479                  8      Y      Yes                11
## 487       16019                  1      Y       No                13
## 488       15170                  1      Y       No                17
## 489       19294                  9      Y      Yes                13
## 490        7360                  3      Y       No                11
## 491       25594                  9      Y      Yes                11
## 492       22422                  4      Y      Yes                11
## 493       23413                  9      Y       No                11
## 494       21195                  1      Y       No                19
## 495        6060                  1      Y      Yes                13
## 496        5594                  2      Y       No                14
## 497        9655                  3      Y       No                21
## 498       11411                  1      Y      Yes                12
## 499       16577                  6      Y       No                13
## 500        3987                  6      Y       No                19
## 501       12023                  7      Y      Yes                14
## 502       12947                  5      Y      Yes                14
## 503       11740                  2      Y      Yes                11
## 504       10195                  1      Y       No                11
## 505       26703                  3      Y       No                19
## 506       15624                  3      Y       No                12
## 507        9150                  1      Y      Yes                13
## 508       15395                  2      Y       No                11
## 509        2539                  4      Y       No                17
## 510       16280                  1      Y       No                12
## 511        5982                  1      Y       No                11
## 512        3449                  3      Y       No                21
## 513       17360                  6      Y       No                13
## 514       15146                  1      Y      Yes                12
## 515        2851                  1      Y       No                24
## 516       16321                  5      Y       No                18
## 517       18798                  1      Y      Yes                18
## 518        8952                  8      Y       No                22
## 519       23631                  0      Y       No                12
## 520       10261                  1      Y       No                16
## 521        8306                  1      Y       No                16
## 522        7324                  1      Y      Yes                17
## 523       18787                  2      Y       No                17
## 524        2125                  1      Y      Yes                17
## 525        8456                  3      Y       No                17
## 526       23537                  2      Y       No                12
## 527        6319                  4      Y      Yes                11
## 528       17089                  1      Y      Yes                12
## 529       26278                  1      Y       No                18
## 530        4510                  9      Y      Yes                18
## 531       24608                  0      Y       No                18
## 532       21447                  6      Y       No                13
## 533       23779                  1      Y       No                24
## 534       16542                  5      Y       No                18
## 535        4759                  1      Y      Yes                11
## 536        5228                  4      Y       No                14
## 537       20619                  7      Y       No                16
## 538       24017                  0      Y      Yes                11
## 539       21972                  1      Y      Yes                16
## 540        2253                  7      Y       No                13
## 541       11309                  1      Y       No                13
## 542        6076                  6      Y       No                19
## 543       25326                  1      Y      Yes                15
## 544        7259                  9      Y       No                14
## 545        7530                  1      Y       No                11
## 546       20338                  1      Y       No                12
## 547       22477                  4      Y       No                11
## 548       11983                  6      Y       No                14
## 549       26707                  3      Y       No                17
## 550        8318                  1      Y       No                16
## 551       19562                  1      Y       No                12
## 552       23965                  1      Y       No                13
## 553        4223                  1      Y       No                21
## 554        5543                  4      Y       No                17
## 555       14242                  9      Y       No                14
## 556        3010                  4      Y      Yes                11
## 557       23428                  7      Y       No                11
## 558       22794                  1      Y      Yes                13
## 559       11806                  1      Y       No                13
## 560       20156                  1      Y       No                17
## 561       15062                  4      Y       No                12
## 562       21624                  2      Y      Yes                14
## 563       12086                  9      Y       No                14
## 564       26862                  4      Y       No                20
## 565       24375                  3      Y       No                21
## 566       13422                  6      Y      Yes                12
## 567       19737                  4      Y       No                13
## 568        5323                  1      Y       No                11
## 569        7824                  7      Y       No                17
## 570        4161                  3      Y      Yes                18
## 571       26841                  5      Y       No                21
## 572        8870                  1      Y       No                19
## 573       19255                  1      Y      Yes                12
## 574       22128                  1      Y       No                21
## 575        7428                  1      Y       No                20
## 576        2689                  1      Y       No                18
## 577       11473                  4      Y       No                14
## 578        7973                  3      Y       No                14
## 579        3140                  0      Y       No                13
## 580        4204                  1      Y      Yes                11
## 581        9075                  3      Y       No                11
## 582       15901                  2      Y       No                14
## 583       24539                  3      Y      Yes                16
## 584        3698                  1      Y      Yes                20
## 585       19121                  2      Y      Yes                13
## 586       16523                  8      Y      Yes                15
## 587       15717                  7      Y      Yes                12
## 588        6986                  7      Y       No                23
## 589       19106                  4      Y       No                18
## 590       16002                  3      Y      Yes                15
## 591       10293                  1      Y      Yes                14
## 592        7815                  0      Y      Yes                23
## 593       15747                  3      Y       No                15
## 594       22102                  1      Y       No                14
## 595       25800                  1      Y       No                13
## 596       21816                  1      Y       No                22
## 597        9129                  3      Y       No                16
## 598       13436                  6      Y       No                22
## 599        5174                  1      Y      Yes                20
## 600        3020                  2      Y      Yes                16
## 601        7103                  1      Y       No                13
## 602       25174                  4      Y       No                14
## 603       17802                  0      Y      Yes                12
## 604       26342                  1      Y       No                13
## 605       14630                  1      Y       No                13
## 606       13514                  3      Y       No                19
## 607       24668                  7      Y       No                11
## 608       19191                  1      Y      Yes                24
## 609       23577                  0      Y       No                12
## 610       21437                  0      Y       No                19
## 611       10846                  0      Y       No                12
## 612        2112                  2      Y      Yes                17
## 613       21509                  7      Y       No                20
## 614        9947                  1      Y      Yes                13
## 615        9977                  5      Y       No                11
## 616       11912                  1      Y       No                14
## 617        8192                  8      Y       No                11
## 618        4009                  5      Y      Yes                21
## 619       21457                  4      Y       No                15
## 620       16900                  1      Y       No                18
## 621       19783                  1      Y      Yes                18
## 622        6759                  1      Y      Yes                19
## 623       13551                  2      Y       No                16
## 624       16642                  1      Y      Yes                16
## 625        5355                  7      Y       No                11
## 626        3208                  1      Y       No                11
## 627       15211                  1      Y      Yes                12
## 628       15682                  0      Y      Yes                14
## 629       15813                  3      Y       No                18
## 630       17654                  1      Y       No                14
## 631        7975                  8      Y       No                20
## 632        6770                  1      Y       No                21
## 633        4981                  8      Y      Yes                12
## 634        2561                  5      Y       No                22
## 635        9262                  8      Y       No                16
## 636       26537                  1      Y       No                13
## 637       14399                  0      Y       No                17
## 638       22914                  1      Y       No                18
## 639       21630                  1      Y      Yes                11
## 640       16346                  0      Y       No                11
## 641       13335                  1      Y       No                22
## 642       10748                  2      Y       No                12
## 643       17323                  7      Y       No                15
## 644       14460                  1      Y      Yes                23
## 645       20293                  6      Y       No                17
## 646        8552                  7      Y       No                11
## 647       13556                  1      Y       No                12
## 648        6217                  1      Y       No                15
## 649       23016                  0      Y       No                14
## 650        3339                  3      Y      Yes                14
## 651       21731                  1      Y       No                19
## 652       10893                  0      Y      Yes                18
## 653       13782                  9      Y       No                17
## 654       23978                  3      Y       No                21
## 655        9129                  5      Y       No                16
## 656       22722                  1      Y      Yes                13
## 657       15736                  5      Y       No                16
## 658       24456                  3      Y       No                20
## 659       10110                  6      Y      Yes                15
## 660       22656                  1      Y       No                13
## 661       21146                  1      Y       No                15
## 662        8416                  3      Y       No                12
## 663        5596                  4      Y      Yes                12
## 664        9541                  1      Y       No                20
## 665       10034                  0      Y       No                20
## 666       23060                  8      Y      Yes                12
## 667        6599                  1      Y       No                14
## 668        6705                  7      Y       No                13
## 669       22845                  1      Y       No                18
## 670       23474                  3      Y       No                14
## 671       25258                  4      Y       No                13
## 672        3921                  1      Y       No                14
## 673       11827                  0      Y       No                14
## 674       16612                  1      Y      Yes                19
## 675       22490                  7      Y       No                17
## 676        9946                  2      Y       No                14
## 677       23361                  0      Y       No                15
## 678       26849                  1      Y       No                11
## 679        9192                  7      Y       No                13
## 680       11737                  3      Y       No                15
## 681       18154                  1      Y       No                12
## 682       15238                  7      Y       No                20
## 683        7419                  6      Y       No                14
## 684       23402                  3      Y      Yes                16
## 685        6672                  1      Y       No                11
## 686       14394                  1      Y       No                25
## 687       22930                  0      Y      Yes                12
## 688       13248                  6      Y       No                21
## 689        9241                  1      Y       No                22
## 690        7129                  5      Y       No                13
## 691       14814                  3      Y       No                11
## 692       10268                  1      Y      Yes                12
## 693       17078                  3      Y       No                23
## 694        3427                  9      Y      Yes                23
## 695        7677                  1      Y       No                14
## 696       13137                  1      Y      Yes                18
## 697        5602                  2      Y       No                25
## 698        9945                  8      Y       No                16
## 699       18420                  1      Y      Yes                12
## 700       10849                  5      Y       No                11
## 701       15434                  1      Y       No                11
## 702        5829                  1      Y       No                20
## 703       13755                  4      Y      Yes                11
## 704        6889                  0      Y      Yes                11
## 705       25657                  8      Y       No                17
## 706       13430                  7      Y       No                14
## 707       15696                  4      Y       No                15
## 708       24609                  9      Y       No                18
## 709       16376                  1      Y       No                11
## 710        4544                  1      Y       No                11
## 711       25927                  1      Y      Yes                23
## 712       22102                  3      Y       No                12
## 713       16620                  5      Y       No                11
## 714        7246                  4      Y       No                11
## 715       14229                  1      Y       No                15
## 716       11585                  1      Y       No                11
## 717        2706                  1      Y       No                18
## 718        7909                  3      Y       No                13
## 719       10414                  3      Y      Yes                24
## 720        8039                  0      Y       No                17
## 721        9606                  1      Y       No                15
## 722       26493                  3      Y       No                17
## 723       20284                  5      Y       No                14
## 724       15669                  0      Y       No                11
## 725       13624                  4      Y       No                13
## 726        7505                  0      Y       No                12
## 727       21222                  5      Y       No                15
## 728        5972                  1      Y      Yes                17
## 729       23213                  1      Y      Yes                18
## 730       19299                  0      Y       No                14
## 731       23814                  4      Y       No                21
## 732       17778                  4      Y      Yes                18
## 733       19555                  1      Y       No                12
## 734       23914                  8      Y       No                12
## 735       22061                  1      Y       No                13
## 736       26997                  0      Y       No                14
## 737        8828                  0      Y       No                11
## 738       16490                  5      Y       No                17
## 739        6179                  1      Y       No                16
## 740       14004                  4      Y       No                14
## 741       24835                  2      Y       No                18
## 742       25291                  9      Y       No                21
## 743        3031                  1      Y       No                17
## 744       12862                  1      Y       No                13
## 745       13684                  0      Y      Yes                22
## 746       10036                  0      Y       No                14
## 747        3157                  4      Y      Yes                15
## 748       25755                  0      Y       No                20
## 749        3622                  1      Y       No                13
## 750       10515                  0      Y       No                14
## 751       17205                  1      Y      Yes                14
## 752        8319                  1      Y      Yes                11
## 753       20689                  2      Y      Yes                15
## 754       14011                  5      Y       No                21
## 755       24001                  9      Y       No                12
## 756        2104                  2      Y       No                14
## 757       19170                  1      Y      Yes                25
## 758       21534                  2      Y       No                14
## 759       26176                  7      Y       No                19
## 760        2493                  2      Y      Yes                16
## 761       11479                  6      Y      Yes                20
## 762       12982                  1      Y      Yes                11
## 763       22074                  1      Y       No                13
## 764       24920                  0      Y       No                12
## 765        2243                  0      Y       No                19
## 766       23447                  1      Y      Yes                14
## 767       18863                  1      Y       No                13
## 768       11373                  3      Y       No                15
## 769       17433                  2      Y       No                11
## 770       17970                  1      Y       No                13
## 771        4317                  3      Y       No                14
## 772        2137                  1      Y       No                25
## 773        6420                  0      Y       No                25
## 774       21777                  0      Y      Yes                17
## 775       18611                  2      Y      Yes                14
## 776       19630                  1      Y       No                18
## 777       15428                  0      Y       No                21
## 778       14947                  1      Y       No                12
## 779       11925                  1      Y       No                20
## 780       26124                  9      Y      Yes                14
## 781       21728                  1      Y      Yes                22
## 782       20978                  1      Y       No                11
## 783       22650                  3      Y      Yes                11
## 784        4905                  1      Y       No                12
## 785        3536                  7      Y       No                11
## 786        8847                  3      Y       No                11
## 787       22984                  2      Y       No                11
## 788       17747                  2      Y       No                15
## 789       19805                  8      Y       No                12
## 790       18830                  1      Y       No                18
## 791       23070                  4      Y       No                25
## 792        5711                  2      Y       No                15
## 793       14199                  3      Y      Yes                19
## 794        8202                  1      Y       No                13
## 795       23793                  1      Y      Yes                15
## 796        3164                  1      Y      Yes                11
## 797        7501                  0      Y      Yes                14
## 798       15999                  1      Y      Yes                17
## 799        6148                  1      Y      Yes                25
## 800       26308                  6      Y       No                20
## 801        3193                  2      Y       No                19
## 802        8346                  4      Y      Yes                13
## 803        5355                  1      Y      Yes                14
## 804       10333                  0      Y      Yes                22
## 805       25043                  4      Y       No                12
## 806       25949                  7      Y      Yes                13
## 807       12477                  2      Y       No                11
## 808       11992                  1      Y       No                24
## 809        3811                  1      Y       No                12
## 810       13364                  0      Y      Yes                16
## 811       11012                  1      Y       No                11
## 812        4910                  4      Y       No                11
## 813        5915                  1      Y      Yes                12
## 814        5220                  3      Y       No                11
## 815       12102                  0      Y       No                19
## 816        6311                  0      Y       No                13
## 817       20234                  5      Y      Yes                24
## 818       25995                  0      Y       No                11
## 819       11162                  0      Y       No                13
## 820       23352                  3      Y      Yes                11
## 821       18783                  3      Y       No                17
## 822       10732                  2      Y       No                14
## 823        8978                  1      Y       No                21
## 824        6233                  1      Y       No                12
## 825       12421                  9      Y      Yes                12
## 826       21445                  9      Y       No                17
## 827       19002                  2      Y       No                13
## 828        6039                  0      Y      Yes                12
## 829       15963                  4      Y       No                14
## 830        7999                  1      Y       No                11
## 831       14039                  1      Y      Yes                15
## 832       26820                  1      Y      Yes                19
## 833       12449                  1      Y       No                12
## 834        7172                  1      Y       No                25
## 835       25592                  1      Y      Yes                15
## 836       24666                  1      Y       No                13
## 837        5182                  7      Y      Yes                15
## 838       19921                  1      Y       No                12
## 839       19271                  8      Y      Yes                12
## 840       13583                  4      Y       No                12
## 841       25233                  1      Y       No                13
## 842        9769                  1      Y       No                13
## 843       19028                  3      Y       No                22
## 844        5494                  0      Y       No                11
## 845       25353                  5      Y       No                12
## 846       13535                  1      Y       No                12
## 847       16102                  1      Y       No                14
## 848       10942                  0      Y       No                17
## 849        6110                  2      Y      Yes                12
## 850        7102                  0      Y       No                18
## 851       24788                  3      Y      Yes                11
## 852       16117                  1      Y       No                13
## 853       12682                  0      Y      Yes                12
## 854        4824                  0      Y       No                19
## 855       25388                  0      Y      Yes                11
## 856       16192                  1      Y       No                13
## 857        8556                  5      Y      Yes                11
## 858       14034                  1      Y       No                24
## 859        6961                  2      Y       No                21
## 860       14075                  1      Y       No                11
## 861        4257                  0      Y       No                14
## 862       20364                  3      Y       No                14
## 863        4652                  8      Y      Yes                13
## 864       10225                  9      Y      Yes                12
## 865       14720                  4      Y      Yes                18
## 866       18706                  1      Y       No                11
## 867       12069                  0      Y       No                18
## 868       24200                  3      Y      Yes                17
## 869       20100                  4      Y      Yes                19
## 870       15986                  5      Y       No                11
##     PerformanceRating RelationshipSatisfaction StandardHours StockOptionLevel
## 1                   3                        3            80                1
## 2                   3                        1            80                0
## 3                   3                        3            80                0
## 4                   3                        3            80                2
## 5                   3                        3            80                0
## 6                   4                        3            80                2
## 7                   3                        1            80                0
## 8                   3                        3            80                3
## 9                   3                        4            80                1
## 10                  3                        2            80                1
## 11                  3                        4            80                0
## 12                  3                        2            80                1
## 13                  4                        2            80                0
## 14                  3                        1            80                1
## 15                  3                        3            80                0
## 16                  3                        4            80                1
## 17                  3                        3            80                1
## 18                  3                        3            80                0
## 19                  3                        1            80                3
## 20                  3                        4            80                1
## 21                  3                        3            80                1
## 22                  3                        4            80                0
## 23                  3                        2            80                1
## 24                  3                        4            80                0
## 25                  3                        1            80                0
## 26                  3                        3            80                1
## 27                  3                        4            80                1
## 28                  3                        1            80                0
## 29                  3                        2            80                0
## 30                  3                        1            80                1
## 31                  3                        4            80                3
## 32                  3                        4            80                3
## 33                  3                        2            80                1
## 34                  3                        2            80                1
## 35                  4                        2            80                0
## 36                  4                        3            80                0
## 37                  3                        3            80                0
## 38                  3                        2            80                3
## 39                  3                        1            80                0
## 40                  3                        1            80                1
## 41                  4                        4            80                1
## 42                  3                        1            80                0
## 43                  3                        2            80                1
## 44                  4                        4            80                0
## 45                  4                        4            80                1
## 46                  3                        3            80                0
## 47                  3                        2            80                0
## 48                  3                        2            80                2
## 49                  3                        4            80                0
## 50                  3                        4            80                1
## 51                  3                        4            80                0
## 52                  4                        3            80                1
## 53                  3                        4            80                1
## 54                  3                        2            80                0
## 55                  4                        4            80                0
## 56                  4                        2            80                2
## 57                  3                        4            80                0
## 58                  3                        4            80                0
## 59                  3                        1            80                2
## 60                  3                        4            80                0
## 61                  3                        1            80                1
## 62                  3                        1            80                0
## 63                  3                        3            80                1
## 64                  3                        3            80                0
## 65                  3                        1            80                1
## 66                  3                        4            80                2
## 67                  3                        2            80                0
## 68                  3                        3            80                0
## 69                  3                        4            80                1
## 70                  3                        2            80                0
## 71                  4                        1            80                1
## 72                  3                        4            80                0
## 73                  3                        1            80                0
## 74                  3                        1            80                1
## 75                  3                        3            80                0
## 76                  4                        4            80                0
## 77                  3                        4            80                0
## 78                  3                        2            80                0
## 79                  3                        4            80                0
## 80                  3                        3            80                3
## 81                  3                        1            80                0
## 82                  3                        2            80                1
## 83                  3                        4            80                1
## 84                  3                        1            80                2
## 85                  3                        4            80                0
## 86                  3                        1            80                0
## 87                  3                        4            80                0
## 88                  4                        4            80                1
## 89                  3                        4            80                0
## 90                  3                        4            80                0
## 91                  4                        3            80                1
## 92                  3                        1            80                1
## 93                  3                        2            80                0
## 94                  3                        3            80                0
## 95                  3                        2            80                0
## 96                  4                        3            80                0
## 97                  3                        4            80                1
## 98                  3                        4            80                1
## 99                  3                        3            80                3
## 100                 3                        1            80                1
## 101                 3                        2            80                0
## 102                 3                        1            80                1
## 103                 3                        1            80                1
## 104                 3                        1            80                1
## 105                 3                        2            80                0
## 106                 4                        2            80                1
## 107                 3                        1            80                1
## 108                 3                        1            80                1
## 109                 4                        4            80                1
## 110                 3                        4            80                0
## 111                 3                        4            80                1
## 112                 3                        2            80                1
## 113                 3                        4            80                0
## 114                 3                        1            80                1
## 115                 3                        4            80                3
## 116                 3                        4            80                0
## 117                 3                        2            80                0
## 118                 3                        1            80                1
## 119                 3                        1            80                1
## 120                 3                        4            80                0
## 121                 3                        1            80                1
## 122                 3                        4            80                0
## 123                 3                        3            80                1
## 124                 4                        1            80                0
## 125                 3                        1            80                0
## 126                 3                        4            80                0
## 127                 4                        2            80                0
## 128                 3                        4            80                2
## 129                 3                        1            80                0
## 130                 3                        4            80                1
## 131                 3                        2            80                1
## 132                 3                        3            80                0
## 133                 3                        4            80                3
## 134                 4                        3            80                0
## 135                 3                        2            80                1
## 136                 4                        4            80                1
## 137                 3                        4            80                1
## 138                 3                        3            80                1
## 139                 4                        4            80                0
## 140                 3                        1            80                0
## 141                 3                        1            80                1
## 142                 3                        4            80                2
## 143                 3                        2            80                1
## 144                 3                        2            80                1
## 145                 4                        2            80                3
## 146                 3                        1            80                1
## 147                 3                        4            80                1
## 148                 3                        4            80                1
## 149                 4                        4            80                0
## 150                 4                        2            80                1
## 151                 3                        3            80                0
## 152                 3                        4            80                0
## 153                 3                        3            80                1
## 154                 3                        1            80                0
## 155                 3                        2            80                2
## 156                 3                        2            80                1
## 157                 3                        3            80                1
## 158                 3                        4            80                3
## 159                 3                        3            80                1
## 160                 3                        3            80                0
## 161                 3                        3            80                2
## 162                 3                        1            80                0
## 163                 3                        4            80                0
## 164                 3                        3            80                0
## 165                 3                        3            80                2
## 166                 3                        4            80                0
## 167                 3                        2            80                2
## 168                 3                        3            80                1
## 169                 3                        2            80                2
## 170                 4                        1            80                1
## 171                 4                        4            80                1
## 172                 3                        3            80                1
## 173                 3                        4            80                0
## 174                 3                        4            80                2
## 175                 3                        3            80                1
## 176                 3                        3            80                0
## 177                 3                        4            80                1
## 178                 3                        2            80                1
## 179                 3                        4            80                0
## 180                 4                        3            80                0
## 181                 3                        2            80                1
## 182                 3                        4            80                1
## 183                 3                        4            80                0
## 184                 3                        4            80                0
## 185                 3                        1            80                1
## 186                 4                        4            80                1
## 187                 3                        3            80                2
## 188                 3                        3            80                3
## 189                 3                        1            80                2
## 190                 3                        2            80                0
## 191                 3                        4            80                2
## 192                 3                        4            80                2
## 193                 3                        3            80                1
## 194                 3                        1            80                1
## 195                 3                        4            80                0
## 196                 3                        2            80                0
## 197                 4                        2            80                2
## 198                 3                        2            80                1
## 199                 3                        4            80                1
## 200                 4                        4            80                1
## 201                 3                        4            80                0
## 202                 3                        2            80                2
## 203                 3                        3            80                1
## 204                 3                        4            80                0
## 205                 3                        1            80                1
## 206                 3                        4            80                0
## 207                 3                        2            80                0
## 208                 3                        2            80                0
## 209                 3                        4            80                1
## 210                 3                        3            80                1
## 211                 4                        3            80                1
## 212                 3                        2            80                0
## 213                 3                        1            80                0
## 214                 3                        4            80                1
## 215                 3                        4            80                0
## 216                 3                        3            80                1
## 217                 3                        3            80                1
## 218                 3                        2            80                1
## 219                 3                        3            80                0
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##     TotalWorkingYears TrainingTimesLastYear WorkLifeBalance YearsAtCompany
## 1                   8                     3               2              5
## 2                  21                     2               4             20
## 3                  10                     2               3              2
## 4                  14                     3               3             14
## 5                   6                     2               3              6
## 6                   9                     4               2              9
## 7                   7                     5               2              4
## 8                   8                     5               3              1
## 9                   1                     2               3              1
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## 574                  8                       4                    8
## 575                  3                       1                    4
## 576                  5                       0                    7
## 577                  0                       0                    0
## 578                  2                       0                    3
## 579                  2                       3                    8
## 580                  0                       1                    0
## 581                  2                       1                    2
## 582                  0                       0                    0
## 583                  0                       1                    0
## 584                  7                       7                    5
## 585                  2                       1                    3
## 586                  2                       3                    7
## 587                 11                       1                    9
## 588                  3                       0                    3
## 589                  2                       0                    2
## 590                  2                       2                    2
## 591                  2                       1                    3
## 592                  9                      10                   10
## 593                  2                       1                    2
## 594                  6                       1                    4
## 595                 15                      14                   12
## 596                  8                       0                    8
## 597                 10                       4                    8
## 598                  0                       0                    0
## 599                  2                       0                    3
## 600                  0                       2                    0
## 601                  0                       0                    0
## 602                  5                       1                    2
## 603                  7                       1                    7
## 604                  8                       0                    8
## 605                  2                       2                    2
## 606                  1                       1                    3
## 607                  3                       1                    3
## 608                  0                       7                    7
## 609                  7                       0                    7
## 610                  2                       2                    2
## 611                  7                       0                    0
## 612                  7                       0                    7
## 613                  7                       1                    7
## 614                  0                       0                    0
## 615                  4                       7                    7
## 616                 10                       4                   13
## 617                  4                       0                    2
## 618                  3                       1                    3
## 619                  7                       1                    7
## 620                  0                       0                    0
## 621                  0                       1                    0
## 622                 10                       2                    7
## 623                  2                       1                    3
## 624                  0                       1                    7
## 625                  0                       0                    0
## 626                  3                       0                    3
## 627                  4                       0                    3
## 628                 10                       2                    9
## 629                  2                       1                    2
## 630                  7                       7                    7
## 631                  2                       0                    4
## 632                  8                       2                    1
## 633                  0                       0                    0
## 634                  0                       0                    0
## 635                  0                       0                    0
## 636                  2                       2                    2
## 637                  6                      13                    7
## 638                  7                       1                    1
## 639                  5                       1                    4
## 640                  3                       0                    2
## 641                  0                       0                    0
## 642                  4                       7                    7
## 643                  7                       6                    2
## 644                  2                       3                    0
## 645                  0                       0                    0
## 646                 11                       2                   11
## 647                  0                       0                    0
## 648                  2                       0                    2
## 649                 13                       2                    8
## 650                  2                       0                    3
## 651                  0                       1                    2
## 652                  7                       1                    9
## 653                  7                       2                   13
## 654                  0                       0                    0
## 655                  2                       1                    2
## 656                  3                       3                    3
## 657                  9                       4                    7
## 658                  9                       1                   12
## 659                  4                       1                    2
## 660                  5                       0                    3
## 661                  8                       4                    7
## 662                  3                       5                    7
## 663                  6                       0                    3
## 664                  2                       1                    2
## 665                  5                       8                    7
## 666                  2                       0                    2
## 667                 10                       4                    1
## 668                  3                       1                    3
## 669                  4                       1                    1
## 670                  9                       0                    9
## 671                  2                       0                    2
## 672                  2                       0                    4
## 673                  2                       1                    3
## 674                  2                       7                    8
## 675                  2                       0                    2
## 676                  4                       0                    8
## 677                  7                       0                    5
## 678                  9                       9                    4
## 679                  2                       0                    2
## 680                  7                       5                    2
## 681                  2                       0                    3
## 682                  2                       1                    2
## 683                  2                       0                    2
## 684                  3                       1                    4
## 685                  2                       0                    2
## 686                  8                       0                    8
## 687                  7                       7                    7
## 688                  2                       1                    1
## 689                  0                       1                    0
## 690                 10                       3                    8
## 691                  3                       1                    2
## 692                  7                       9                    9
## 693                  0                       0                    0
## 694                  0                       0                    0
## 695                  3                       1                    3
## 696                  2                       1                    2
## 697                  2                       2                    2
## 698                 11                       3                    7
## 699                  0                       0                    0
## 700                  2                       0                    3
## 701                  0                       0                    0
## 702                  5                       1                    3
## 703                  2                       4                   12
## 704                  1                       1                    4
## 705                  2                       2                    2
## 706                  3                       1                   10
## 707                  1                       1                    7
## 708                  2                       0                    2
## 709                  4                       0                    4
## 710                  6                      14                    7
## 711                  1                       0                    8
## 712                  0                       0                    0
## 713                  0                       0                    0
## 714                  9                       1                   12
## 715                  7                       0                    9
## 716                  0                       0                    0
## 717                  3                       1                    4
## 718                  7                       1                    7
## 719                  9                       6                    7
## 720                  7                       1                    7
## 721                  7                       7                    8
## 722                  3                       0                    2
## 723                  3                       1                    3
## 724                  8                       7                    8
## 725                  0                       0                    0
## 726                  2                       1                    2
## 727                  4                       0                    0
## 728                  3                       2                    0
## 729                  0                       0                    0
## 730                  1                       2                    1
## 731                  0                       0                    0
## 732                  0                       0                    0
## 733                  0                       0                    0
## 734                  2                       1                    2
## 735                  0                       0                    0
## 736                  7                       0                    7
## 737                  9                       9                    6
## 738                  1                       0                    5
## 739                  2                       1                    0
## 740                  2                       0                    2
## 741                  2                       2                    2
## 742                  4                       0                    1
## 743                  8                       3                    7
## 744                  2                       1                    2
## 745                  3                       0                    4
## 746                  1                       0                    0
## 747                  2                       2                    0
## 748                  9                       4                    9
## 749                  2                       1                    2
## 750                  1                       0                    2
## 751                  2                       0                    2
## 752                  2                       2                    2
## 753                  8                      12                   13
## 754                  7                       0                    7
## 755                  3                       0                    3
## 756                  2                       1                    4
## 757                  6                       0                    7
## 758                  2                       1                    2
## 759                  0                       0                    0
## 760                 10                       1                   11
## 761                  0                       0                    0
## 762                 14                       3                    0
## 763                  2                      11                    9
## 764                  7                       0                   13
## 765                  2                       0                    2
## 766                  7                       1                    4
## 767                  6                       0                    8
## 768                  0                       0                    1
## 769                  3                       1                    4
## 770                 10                       4                   12
## 771                  7                       0                    1
## 772                 13                      15                    7
## 773                  6                      11                    8
## 774                  0                       0                    0
## 775                  8                      13                    9
## 776                  2                       0                    2
## 777                  3                       1                    3
## 778                  0                       0                    0
## 779                  7                       5                    7
## 780                  2                       2                    2
## 781                  3                       0                    2
## 782                  7                      11                   10
## 783                  3                       0                    3
## 784                  7                       0                    1
## 785                  0                       0                    0
## 786                  2                       1                    0
## 787                  2                       2                    2
## 788                  2                       7                    7
## 789                  0                       0                    0
## 790                  2                       2                    1
## 791                  2                       1                    2
## 792                  2                       1                    2
## 793                  4                       0                    2
## 794                 14                      12                    8
## 795                  7                       1                    7
## 796                  8                       9                    7
## 797                  7                       4                   10
## 798                  0                       0                    0
## 799                  1                       0                    0
## 800                  4                       0                    4
## 801                  3                       1                    3
## 802                  5                       0                    5
## 803                  9                      11                   10
## 804                  7                       4                    7
## 805                  2                       1                    2
## 806                  8                       5                    7
## 807                  2                       1                    2
## 808                  2                       2                    2
## 809                  0                       0                    8
## 810                  2                       1                    1
## 811                  9                       6                   10
## 812                  2                       0                    2
## 813                  2                       0                    3
## 814                  2                       1                    0
## 815                  2                       1                    2
## 816                 10                       4                   10
## 817                  0                       0                    0
## 818                  9                       3                    7
## 819                  3                       1                    2
## 820                  0                       2                    2
## 821                  2                       0                    2
## 822                  2                       0                    2
## 823                  7                       1                    7
## 824                  2                       2                    2
## 825                  2                       1                    1
## 826                  2                       2                    2
## 827                  0                       0                    0
## 828                  2                       0                    2
## 829                  1                       0                    5
## 830                  5                      10                    7
## 831                  8                       0                    8
## 832                  0                       0                    0
## 833                  5                       3                    3
## 834                  1                       0                    0
## 835                  9                      15                    0
## 836                  5                       7                    7
## 837                  4                       1                    3
## 838                  7                       5                    7
## 839                 11                      14                   10
## 840                 10                      12                    9
## 841                  0                       0                    0
## 842                  9                       0                    9
## 843                  8                       0                    0
## 844                  7                       1                    6
## 845                  2                       2                    2
## 846                  0                       1                    8
## 847                  0                       0                    0
## 848                 10                       3                    7
## 849                  4                       1                    0
## 850                  7                       7                    7
## 851                  2                       2                    2
## 852                  0                       1                    8
## 853                  5                       0                    8
## 854                  3                       0                    7
## 855                  2                       0                    2
## 856                  0                       0                    0
## 857                  2                       0                    4
## 858                  9                       8                    9
## 859                  0                       1                    4
## 860                  7                       0                    5
## 861                  0                       7                    7
## 862                  7                      15                   17
## 863                  2                       0                    4
## 864                  2                      11                   13
## 865                  1                       1                    2
## 866                  9                       0                    8
## 867                  2                       2                    2
## 868                  4                       1                    2
## 869                  2                       0                    2
## 870                  2                       1                    2
#Verifying employee data
head(employee)
##   ID Age Attrition    BusinessTravel DailyRate             Department
## 1  1  32        No     Travel_Rarely       117                  Sales
## 2  2  40        No     Travel_Rarely      1308 Research & Development
## 3  3  35        No Travel_Frequently       200 Research & Development
## 4  4  32        No     Travel_Rarely       801                  Sales
## 5  5  24        No Travel_Frequently       567 Research & Development
## 6  6  27        No Travel_Frequently       294 Research & Development
##   DistanceFromHome Education   EducationField EmployeeCount EmployeeNumber
## 1               13         4    Life Sciences             1            859
## 2               14         3          Medical             1           1128
## 3               18         2    Life Sciences             1           1412
## 4                1         4        Marketing             1           2016
## 5                2         1 Technical Degree             1           1646
## 6               10         2    Life Sciences             1            733
##   EnvironmentSatisfaction Gender HourlyRate JobInvolvement JobLevel
## 1                       2   Male         73              3        2
## 2                       3   Male         44              2        5
## 3                       3   Male         60              3        3
## 4                       3 Female         48              3        3
## 5                       1 Female         32              3        1
## 6                       4   Male         32              3        3
##                  JobRole JobSatisfaction MaritalStatus MonthlyIncome
## 1        Sales Executive               4      Divorced          4403
## 2      Research Director               3        Single         19626
## 3 Manufacturing Director               4        Single          9362
## 4        Sales Executive               4       Married         10422
## 5     Research Scientist               4        Single          3760
## 6 Manufacturing Director               1      Divorced          8793
##   MonthlyRate NumCompaniesWorked Over18 OverTime PercentSalaryHike
## 1        9250                  2      Y       No                11
## 2       17544                  1      Y       No                14
## 3       19944                  2      Y       No                11
## 4       24032                  1      Y       No                19
## 5       17218                  1      Y      Yes                13
## 6        4809                  1      Y       No                21
##   PerformanceRating RelationshipSatisfaction StandardHours StockOptionLevel
## 1                 3                        3            80                1
## 2                 3                        1            80                0
## 3                 3                        3            80                0
## 4                 3                        3            80                2
## 5                 3                        3            80                0
## 6                 4                        3            80                2
##   TotalWorkingYears TrainingTimesLastYear WorkLifeBalance YearsAtCompany
## 1                 8                     3               2              5
## 2                21                     2               4             20
## 3                10                     2               3              2
## 4                14                     3               3             14
## 5                 6                     2               3              6
## 6                 9                     4               2              9
##   YearsInCurrentRole YearsSinceLastPromotion YearsWithCurrManager
## 1                  2                       0                    3
## 2                  7                       4                    9
## 3                  2                       2                    2
## 4                 10                       5                    7
## 5                  3                       1                    3
## 6                  7                       1                    7

#Cleaned data for potential missing values

#Removing NAs in dataset
is.na(employee)
##           ID   Age Attrition BusinessTravel DailyRate Department
##   [1,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##   [2,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##   [3,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##   [4,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##   [5,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##   [6,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##   [7,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##   [8,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##   [9,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [10,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [11,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [12,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [13,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [14,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [15,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [16,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [17,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [18,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [19,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [20,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [21,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [22,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [23,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [24,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [25,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [26,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [27,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [28,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [29,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [30,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [31,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [32,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [33,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [34,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [35,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [36,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [37,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [38,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [39,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [40,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [41,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [42,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [43,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [44,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [45,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [46,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [47,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [48,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [49,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [50,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [51,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [52,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [53,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [54,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [55,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [56,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [57,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [58,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [59,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [60,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [61,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [62,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [63,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [64,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [65,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [66,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [67,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [68,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [69,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [70,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [71,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [72,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [73,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [74,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [75,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [76,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [77,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [78,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [79,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [80,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [81,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [82,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [83,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [84,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [85,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [86,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [87,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [88,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [89,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [90,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [91,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [92,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [93,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [94,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [95,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [96,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [97,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [98,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##  [99,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [100,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [101,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [102,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [103,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [104,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [105,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [106,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [107,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [108,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [109,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [110,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [111,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [112,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [113,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [114,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [115,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [116,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [117,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [118,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [119,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [120,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [121,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [122,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [123,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [124,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [125,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [126,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [127,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [128,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [129,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [130,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [131,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [132,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [133,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [134,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [135,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [136,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [137,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [138,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [139,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [140,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [141,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [142,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [143,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [144,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [145,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [146,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [147,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [148,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [149,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [150,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [151,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [152,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [153,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [154,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [155,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [156,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [157,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [158,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [159,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [160,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [161,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [162,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [163,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [164,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [165,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [166,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [167,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [168,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [169,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [170,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [171,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [172,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [173,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [174,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [175,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [176,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [177,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [178,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [179,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [180,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [181,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [182,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [183,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [184,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [185,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [186,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [187,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [188,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [189,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [190,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [191,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [192,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [193,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [194,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [195,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [196,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [197,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [198,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [199,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [200,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [201,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [202,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [203,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [204,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [205,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [206,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [207,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [208,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [209,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [210,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [211,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [212,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [213,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [214,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [215,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [216,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [217,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [218,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [219,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [220,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [221,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [222,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [223,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [224,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [225,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [226,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [227,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [228,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [229,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [230,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [231,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [232,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [233,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [234,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [712,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [714,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [715,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [716,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [718,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [720,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [722,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [723,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [724,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [725,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [726,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [730,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [732,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [735,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [737,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [740,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [745,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [750,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [751,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [758,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [783,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [785,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [786,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [787,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [788,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [789,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [790,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [791,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [792,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [793,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [794,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [795,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [796,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [797,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [798,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [799,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [800,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [801,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [802,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [803,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [804,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [808,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [809,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [810,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [812,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [813,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [814,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [815,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [816,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [817,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [818,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [819,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [820,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [821,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [822,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [823,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [824,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [825,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [827,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [830,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [832,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [833,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [847,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [850,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
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## [868,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [869,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
## [870,] FALSE FALSE     FALSE          FALSE     FALSE      FALSE
##        DistanceFromHome Education EducationField EmployeeCount EmployeeNumber
##   [1,]            FALSE     FALSE          FALSE         FALSE          FALSE
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##  [49,]            FALSE     FALSE          FALSE         FALSE          FALSE
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##  [75,]            FALSE     FALSE          FALSE         FALSE          FALSE
##  [76,]            FALSE     FALSE          FALSE         FALSE          FALSE
##  [77,]            FALSE     FALSE          FALSE         FALSE          FALSE
##  [78,]            FALSE     FALSE          FALSE         FALSE          FALSE
##  [79,]            FALSE     FALSE          FALSE         FALSE          FALSE
##  [80,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [170,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [171,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [172,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [174,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [175,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [176,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [177,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [203,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [205,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [206,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [207,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [208,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [209,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [210,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [211,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [212,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [213,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [214,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [215,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [216,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [217,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [218,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [219,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [220,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [221,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [224,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [225,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [227,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [230,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [231,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [232,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [233,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [234,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [235,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [236,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [237,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [238,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [239,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [240,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [241,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [242,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [244,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [245,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [246,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [247,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [248,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [249,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [256,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [264,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [299,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [300,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [301,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [302,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [306,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [307,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [309,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [310,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [311,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [312,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [313,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [314,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [620,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [628,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [630,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [632,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [635,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [638,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [647,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [662,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [663,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [665,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [667,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [668,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [670,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [680,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [685,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [689,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [690,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [691,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [699,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [700,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [705,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [710,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [712,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [714,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [716,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [717,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [718,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [720,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [721,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [722,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [724,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [725,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [726,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [727,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [728,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [729,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [730,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [731,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [732,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [733,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [734,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [735,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [736,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [737,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [738,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [739,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [740,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [741,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [743,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [744,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [745,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [746,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [747,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [750,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [751,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [756,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [758,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [761,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [762,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [763,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [765,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [766,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [767,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [768,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [770,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [771,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [773,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [775,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [782,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [785,]            FALSE     FALSE          FALSE         FALSE          FALSE
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## [787,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [788,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [789,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [790,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [791,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [792,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [793,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [794,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [795,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [796,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [797,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [798,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [799,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [800,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [801,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [802,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [803,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [804,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [805,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [806,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [807,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [808,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [809,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [810,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [811,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [812,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [813,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [814,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [815,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [816,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [817,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [818,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [819,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [820,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [821,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [822,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [823,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [824,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [825,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [826,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [827,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [828,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [829,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [830,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [831,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [832,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [833,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [834,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [835,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [836,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [837,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [838,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [839,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [840,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [841,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [842,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [843,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [844,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [845,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [846,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [847,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [848,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [849,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [850,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [851,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [852,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [853,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [854,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [855,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [856,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [857,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [858,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [859,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [860,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [861,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [862,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [863,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [864,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [865,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [866,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [867,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [868,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [869,]            FALSE     FALSE          FALSE         FALSE          FALSE
## [870,]            FALSE     FALSE          FALSE         FALSE          FALSE
##        EnvironmentSatisfaction Gender HourlyRate JobInvolvement JobLevel
##   [1,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##   [2,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##   [3,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##   [4,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##   [5,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##   [6,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##   [7,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##   [8,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##   [9,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [10,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [11,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [12,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [13,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [14,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [15,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [16,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [17,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [18,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [19,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [20,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [21,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [22,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [23,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [24,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [25,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [26,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [27,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [28,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [29,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [30,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [31,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [32,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [33,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [34,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [35,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [36,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [37,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [38,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [39,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [40,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [41,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [42,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [43,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [44,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [45,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [46,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [47,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [48,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [49,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [50,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [51,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [52,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [53,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [54,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [55,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [56,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [57,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [58,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [59,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [60,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [61,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [62,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [63,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [64,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [65,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [66,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [67,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [68,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [69,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [70,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [71,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [72,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [73,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [74,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [75,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [76,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [77,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [78,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [79,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [80,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [81,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [82,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [83,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [84,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [85,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [86,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [87,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [88,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [89,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [90,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [91,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [92,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [93,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [94,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [95,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [96,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [97,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [98,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##  [99,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [100,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [101,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [102,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [103,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [104,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [105,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [106,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [107,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [108,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [109,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [110,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [111,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [112,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [113,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [114,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [115,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [116,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [117,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [118,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [119,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [120,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [121,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [122,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [123,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [124,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [125,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [126,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [127,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [128,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [129,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [130,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [131,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [132,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [133,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [134,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [135,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [136,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [137,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [138,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [139,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [140,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [141,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [142,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [143,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [144,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [145,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [146,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [147,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [148,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [149,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [150,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [151,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [152,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [153,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [154,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [155,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [156,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [157,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [158,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [159,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [160,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [161,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [162,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [163,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [164,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [165,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [166,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [167,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [168,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [169,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [170,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [171,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [172,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [173,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [174,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [175,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [176,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [177,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [178,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [179,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [180,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [181,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [182,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [183,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [184,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [185,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [186,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [187,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [188,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [189,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [190,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [191,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [192,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [193,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [194,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [195,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [196,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [197,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [198,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [199,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [200,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [201,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [202,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [203,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [204,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [205,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [206,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [207,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [208,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [209,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [210,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [211,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [212,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [213,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [214,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [215,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [216,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [217,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [218,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [219,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [220,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [221,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [222,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [223,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [224,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [225,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [226,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [227,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [228,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [229,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [230,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [231,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [232,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [233,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [234,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [235,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [236,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [237,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [238,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [239,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [240,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [241,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [242,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [243,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [244,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [245,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [246,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [247,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [248,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [249,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [250,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [251,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [252,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [253,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [254,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [255,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [256,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [257,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [258,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [259,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [260,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [261,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [262,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [263,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [264,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [265,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [266,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [267,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [268,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [269,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [270,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [271,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [272,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [273,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [274,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [275,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [276,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [277,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [278,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [279,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [280,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [281,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [282,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [283,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [284,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [285,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [286,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [287,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [288,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [289,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [290,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [291,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [292,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [293,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [294,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [295,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [296,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [297,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [298,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [299,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [300,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [301,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [302,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [303,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [304,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [305,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [306,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [307,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [308,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [309,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [310,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [311,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [312,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [313,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [314,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [315,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [316,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [317,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [318,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [319,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [320,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [321,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [322,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [323,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [324,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [325,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [326,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [327,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [328,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [329,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [330,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [331,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [332,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [333,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [334,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [335,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [336,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [337,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [338,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [339,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [340,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [341,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [342,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [343,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [344,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [345,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [346,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [347,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [348,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [349,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [350,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [351,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [352,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [353,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [354,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [355,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [356,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [357,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [358,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [359,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [360,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [361,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [362,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [363,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [364,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [365,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [366,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [367,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [368,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [369,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [370,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [371,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [372,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [373,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [374,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [375,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [376,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [377,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [378,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [379,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [380,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [381,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [382,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [383,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [384,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [385,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [386,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [387,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [388,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [389,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [390,]                   FALSE  FALSE      FALSE          FALSE    FALSE
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## [865,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [866,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [867,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [868,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [869,]                   FALSE  FALSE      FALSE          FALSE    FALSE
## [870,]                   FALSE  FALSE      FALSE          FALSE    FALSE
##        JobRole JobSatisfaction MaritalStatus MonthlyIncome MonthlyRate
##   [1,]   FALSE           FALSE         FALSE         FALSE       FALSE
##   [2,]   FALSE           FALSE         FALSE         FALSE       FALSE
##   [3,]   FALSE           FALSE         FALSE         FALSE       FALSE
##   [4,]   FALSE           FALSE         FALSE         FALSE       FALSE
##   [5,]   FALSE           FALSE         FALSE         FALSE       FALSE
##   [6,]   FALSE           FALSE         FALSE         FALSE       FALSE
##   [7,]   FALSE           FALSE         FALSE         FALSE       FALSE
##   [8,]   FALSE           FALSE         FALSE         FALSE       FALSE
##   [9,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [10,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [11,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [12,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [13,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [14,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [15,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [16,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [17,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [18,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [19,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [20,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [21,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [22,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [23,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [24,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [25,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [26,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [27,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [28,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [29,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [30,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [31,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [32,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [33,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [34,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [35,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [36,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [37,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [38,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [39,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [40,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [41,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [42,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [43,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [44,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [45,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [46,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [47,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [48,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [49,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [50,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [51,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [52,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [53,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [54,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [55,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [56,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [57,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [58,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [59,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [60,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [61,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [62,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [63,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [64,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [65,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [66,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [67,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [68,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [69,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [70,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [71,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [72,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [73,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [74,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [75,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [76,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [77,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [78,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [79,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [80,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [81,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [82,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [83,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [84,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [85,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [86,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [87,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [88,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [89,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [90,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [91,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [92,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [93,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [94,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [95,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [96,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [97,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [98,]   FALSE           FALSE         FALSE         FALSE       FALSE
##  [99,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [100,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [101,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [102,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [103,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [104,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [105,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [106,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [107,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [108,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [109,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [110,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [111,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [112,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [113,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [114,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [115,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [116,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [117,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [118,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [119,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [120,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [121,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [122,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [123,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [124,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [125,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [126,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [127,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [128,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [129,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [130,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [131,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [132,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [133,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [134,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [135,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [136,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [137,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [138,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [139,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [140,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [141,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [142,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [143,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [144,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [145,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [146,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [147,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [148,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [149,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [150,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [151,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [152,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [153,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [154,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [155,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [156,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [157,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [158,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [159,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [160,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [161,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [162,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [163,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [164,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [165,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [166,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [167,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [168,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [169,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [170,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [171,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [172,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [173,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [174,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [175,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [176,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [177,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [178,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [179,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [180,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [181,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [182,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [183,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [184,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [185,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [186,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [187,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [188,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [189,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [190,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [191,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [192,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [193,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [194,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [195,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [196,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [197,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [198,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [199,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [200,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [201,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [202,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [203,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [204,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [205,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [206,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [207,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [208,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [209,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [210,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [211,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [212,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [213,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [214,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [215,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [216,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [217,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [218,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [219,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [220,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [221,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [222,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [223,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [224,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [225,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [226,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [227,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [228,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [229,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [230,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [231,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [232,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [233,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [234,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [235,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [236,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [237,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [238,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [239,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [240,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [241,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [242,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [243,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [244,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [245,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [246,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [247,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [248,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [249,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [250,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [251,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [252,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [253,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [254,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [255,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [256,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [257,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [258,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [259,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [260,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [261,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [262,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [263,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [264,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [265,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [266,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [267,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [268,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [269,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [270,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [271,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [272,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [273,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [274,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [275,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [276,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [277,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [278,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [279,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [280,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [281,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [282,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [283,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [284,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [285,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [286,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [287,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [288,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [289,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [290,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [291,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [292,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [293,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [294,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [295,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [296,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [297,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [298,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [299,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [300,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [301,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [302,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [303,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [304,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [305,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [306,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [307,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [308,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [309,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [310,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [311,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [312,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [313,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [314,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [315,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [316,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [317,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [318,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [319,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [320,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [321,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [322,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [323,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [324,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [325,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [326,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [327,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [328,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [329,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [330,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [331,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [332,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [333,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [334,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [335,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [336,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [337,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [338,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [339,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [340,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [341,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [342,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [343,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [344,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [345,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [346,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [347,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [348,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [349,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [350,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [351,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [352,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [353,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [354,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [355,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [356,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [357,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [358,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [359,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [360,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [361,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [362,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [363,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [364,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [365,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [366,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [367,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [368,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [369,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [370,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [371,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [372,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [373,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [374,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [375,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [376,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [377,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [378,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [379,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [380,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [381,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [382,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [383,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [384,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [385,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [386,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [387,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [388,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [389,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [390,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [391,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [392,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [393,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [394,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [395,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [396,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [397,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [398,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [399,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [400,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [401,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [402,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [403,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [404,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [405,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [406,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [407,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [408,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [409,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [410,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [411,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [412,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [413,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [414,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [415,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [416,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [417,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [418,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [419,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [420,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [421,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [422,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [423,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [424,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [425,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [426,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [427,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [428,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [429,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [430,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [431,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [432,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [433,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [434,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [435,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [436,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [437,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [438,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [439,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [440,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [441,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [442,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [443,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [444,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [445,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [446,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [447,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [448,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [449,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [450,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [451,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [452,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [453,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [454,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [455,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [456,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [457,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [458,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [459,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [460,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [461,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [462,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [463,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [464,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [465,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [466,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [467,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [468,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [469,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [470,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [471,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [472,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [473,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [474,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [475,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [476,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [477,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [478,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [479,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [480,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [481,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [482,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [483,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [484,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [485,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [486,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [487,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [488,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [489,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [490,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [491,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [492,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [493,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [494,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [495,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [496,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [497,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [498,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [499,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [500,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [501,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [502,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [503,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [504,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [505,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [506,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [507,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [508,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [509,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [510,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [511,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [512,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [513,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [514,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [515,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [516,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [517,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [518,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [519,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [520,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [521,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [522,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [523,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [524,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [525,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [526,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [527,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [528,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [529,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [530,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [531,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [532,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [533,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [534,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [535,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [536,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [537,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [538,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [539,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [540,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [541,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [542,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [543,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [544,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [545,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [546,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [547,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [548,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [549,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [550,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [551,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [552,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [553,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [554,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [555,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [556,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [557,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [558,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [559,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [560,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [561,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [562,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [563,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [564,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [565,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [566,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [567,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [568,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [569,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [570,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [571,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [572,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [573,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [574,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [575,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [576,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [577,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [578,]   FALSE           FALSE         FALSE         FALSE       FALSE
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## [580,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [581,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [582,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [583,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [584,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [585,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [586,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [587,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [588,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [589,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [590,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [591,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [592,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [593,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [594,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [595,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [596,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [597,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [598,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [599,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [600,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [601,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [602,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [603,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [604,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [605,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [606,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [607,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [608,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [609,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [610,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [611,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [612,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [613,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [614,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [615,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [616,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [617,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [618,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [619,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [620,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [621,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [622,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [623,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [624,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [625,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [626,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [627,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [628,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [629,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [630,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [631,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [632,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [633,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [634,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [635,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [636,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [637,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [638,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [639,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [640,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [641,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [642,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [643,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [644,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [645,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [646,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [647,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [648,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [649,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [650,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [651,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [652,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [653,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [654,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [655,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [656,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [657,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [658,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [659,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [660,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [661,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [662,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [663,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [664,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [665,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [666,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [667,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [668,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [669,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [670,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [671,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [672,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [673,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [674,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [675,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [676,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [677,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [678,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [679,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [680,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [681,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [682,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [683,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [684,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [685,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [686,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [687,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [688,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [689,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [690,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [691,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [692,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [693,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [694,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [695,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [696,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [697,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [698,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [699,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [700,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [701,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [702,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [703,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [704,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [705,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [706,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [707,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [708,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [709,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [710,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [711,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [712,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [713,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [714,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [715,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [716,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [717,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [718,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [719,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [720,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [721,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [722,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [723,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [724,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [725,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [726,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [727,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [728,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [729,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [730,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [731,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [732,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [733,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [734,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [735,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [736,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [737,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [738,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [739,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [740,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [741,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [742,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [743,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [744,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [745,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [746,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [747,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [748,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [749,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [750,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [751,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [752,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [753,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [754,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [755,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [756,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [757,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [758,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [759,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [760,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [761,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [762,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [763,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [764,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [765,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [766,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [767,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [768,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [769,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [770,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [771,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [772,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [773,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [774,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [775,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [776,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [777,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [778,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [779,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [780,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [781,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [782,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [783,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [784,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [785,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [786,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [787,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [788,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [789,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [790,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [791,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [792,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [793,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [794,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [795,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [796,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [797,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [798,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [799,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [800,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [801,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [802,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [803,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [804,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [805,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [806,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [807,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [808,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [809,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [810,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [811,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [812,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [813,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [814,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [815,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [816,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [817,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [818,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [819,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [820,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [821,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [822,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [823,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [824,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [825,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [826,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [827,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [828,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [829,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [830,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [831,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [832,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [833,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [834,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [835,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [836,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [837,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [838,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [839,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [840,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [841,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [842,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [843,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [844,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [845,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [846,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [847,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [848,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [849,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [850,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [851,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [852,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [853,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [854,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [855,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [856,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [857,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [858,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [859,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [860,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [861,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [862,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [863,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [864,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [865,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [866,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [867,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [868,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [869,]   FALSE           FALSE         FALSE         FALSE       FALSE
## [870,]   FALSE           FALSE         FALSE         FALSE       FALSE
##        NumCompaniesWorked Over18 OverTime PercentSalaryHike PerformanceRating
##   [1,]              FALSE  FALSE    FALSE             FALSE             FALSE
##   [2,]              FALSE  FALSE    FALSE             FALSE             FALSE
##   [3,]              FALSE  FALSE    FALSE             FALSE             FALSE
##   [4,]              FALSE  FALSE    FALSE             FALSE             FALSE
##   [5,]              FALSE  FALSE    FALSE             FALSE             FALSE
##   [6,]              FALSE  FALSE    FALSE             FALSE             FALSE
##   [7,]              FALSE  FALSE    FALSE             FALSE             FALSE
##   [8,]              FALSE  FALSE    FALSE             FALSE             FALSE
##   [9,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [10,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [11,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [12,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [13,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [14,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [15,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [16,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [17,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [18,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [19,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [20,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [21,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [22,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [23,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [24,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [25,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [26,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [27,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [28,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [29,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [30,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [31,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [32,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [33,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [34,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [35,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [36,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [37,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [38,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [39,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [40,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [41,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [42,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [43,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [44,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [45,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [46,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [47,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [48,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [49,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [50,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [51,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [52,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [53,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [54,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [55,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [56,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [57,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [58,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [59,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [60,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [61,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [62,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [63,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [64,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [65,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [66,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [67,]              FALSE  FALSE    FALSE             FALSE             FALSE
##  [68,]              FALSE  FALSE    FALSE             FALSE             FALSE
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## [801,]              FALSE  FALSE    FALSE             FALSE             FALSE
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## [814,]              FALSE  FALSE    FALSE             FALSE             FALSE
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## [816,]              FALSE  FALSE    FALSE             FALSE             FALSE
## [817,]              FALSE  FALSE    FALSE             FALSE             FALSE
## [818,]              FALSE  FALSE    FALSE             FALSE             FALSE
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## [820,]              FALSE  FALSE    FALSE             FALSE             FALSE
## [821,]              FALSE  FALSE    FALSE             FALSE             FALSE
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## [825,]              FALSE  FALSE    FALSE             FALSE             FALSE
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## [830,]              FALSE  FALSE    FALSE             FALSE             FALSE
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## [832,]              FALSE  FALSE    FALSE             FALSE             FALSE
## [833,]              FALSE  FALSE    FALSE             FALSE             FALSE
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## [835,]              FALSE  FALSE    FALSE             FALSE             FALSE
## [836,]              FALSE  FALSE    FALSE             FALSE             FALSE
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## [838,]              FALSE  FALSE    FALSE             FALSE             FALSE
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## [842,]              FALSE  FALSE    FALSE             FALSE             FALSE
## [843,]              FALSE  FALSE    FALSE             FALSE             FALSE
## [844,]              FALSE  FALSE    FALSE             FALSE             FALSE
## [845,]              FALSE  FALSE    FALSE             FALSE             FALSE
## [846,]              FALSE  FALSE    FALSE             FALSE             FALSE
## [847,]              FALSE  FALSE    FALSE             FALSE             FALSE
## [848,]              FALSE  FALSE    FALSE             FALSE             FALSE
## [849,]              FALSE  FALSE    FALSE             FALSE             FALSE
## [850,]              FALSE  FALSE    FALSE             FALSE             FALSE
## [851,]              FALSE  FALSE    FALSE             FALSE             FALSE
## [852,]              FALSE  FALSE    FALSE             FALSE             FALSE
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## [855,]              FALSE  FALSE    FALSE             FALSE             FALSE
## [856,]              FALSE  FALSE    FALSE             FALSE             FALSE
## [857,]              FALSE  FALSE    FALSE             FALSE             FALSE
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## [859,]              FALSE  FALSE    FALSE             FALSE             FALSE
## [860,]              FALSE  FALSE    FALSE             FALSE             FALSE
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## [863,]              FALSE  FALSE    FALSE             FALSE             FALSE
## [864,]              FALSE  FALSE    FALSE             FALSE             FALSE
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## [866,]              FALSE  FALSE    FALSE             FALSE             FALSE
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## [868,]              FALSE  FALSE    FALSE             FALSE             FALSE
## [869,]              FALSE  FALSE    FALSE             FALSE             FALSE
## [870,]              FALSE  FALSE    FALSE             FALSE             FALSE
##        RelationshipSatisfaction StandardHours StockOptionLevel
##   [1,]                    FALSE         FALSE            FALSE
##   [2,]                    FALSE         FALSE            FALSE
##   [3,]                    FALSE         FALSE            FALSE
##   [4,]                    FALSE         FALSE            FALSE
##   [5,]                    FALSE         FALSE            FALSE
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## [811,]                    FALSE         FALSE            FALSE
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## [813,]                    FALSE         FALSE            FALSE
## [814,]                    FALSE         FALSE            FALSE
## [815,]                    FALSE         FALSE            FALSE
## [816,]                    FALSE         FALSE            FALSE
## [817,]                    FALSE         FALSE            FALSE
## [818,]                    FALSE         FALSE            FALSE
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## [820,]                    FALSE         FALSE            FALSE
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## [825,]                    FALSE         FALSE            FALSE
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## [827,]                    FALSE         FALSE            FALSE
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## [830,]                    FALSE         FALSE            FALSE
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## [832,]                    FALSE         FALSE            FALSE
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## [835,]                    FALSE         FALSE            FALSE
## [836,]                    FALSE         FALSE            FALSE
## [837,]                    FALSE         FALSE            FALSE
## [838,]                    FALSE         FALSE            FALSE
## [839,]                    FALSE         FALSE            FALSE
## [840,]                    FALSE         FALSE            FALSE
## [841,]                    FALSE         FALSE            FALSE
## [842,]                    FALSE         FALSE            FALSE
## [843,]                    FALSE         FALSE            FALSE
## [844,]                    FALSE         FALSE            FALSE
## [845,]                    FALSE         FALSE            FALSE
## [846,]                    FALSE         FALSE            FALSE
## [847,]                    FALSE         FALSE            FALSE
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## [850,]                    FALSE         FALSE            FALSE
## [851,]                    FALSE         FALSE            FALSE
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## [855,]                    FALSE         FALSE            FALSE
## [856,]                    FALSE         FALSE            FALSE
## [857,]                    FALSE         FALSE            FALSE
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## [861,]                    FALSE         FALSE            FALSE
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## [864,]                    FALSE         FALSE            FALSE
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## [867,]                    FALSE         FALSE            FALSE
## [868,]                    FALSE         FALSE            FALSE
## [869,]                    FALSE         FALSE            FALSE
## [870,]                    FALSE         FALSE            FALSE
##        TotalWorkingYears TrainingTimesLastYear WorkLifeBalance YearsAtCompany
##   [1,]             FALSE                 FALSE           FALSE          FALSE
##   [2,]             FALSE                 FALSE           FALSE          FALSE
##   [3,]             FALSE                 FALSE           FALSE          FALSE
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## [869,]             FALSE                 FALSE           FALSE          FALSE
## [870,]             FALSE                 FALSE           FALSE          FALSE
##        YearsInCurrentRole YearsSinceLastPromotion YearsWithCurrManager
##   [1,]              FALSE                   FALSE                FALSE
##   [2,]              FALSE                   FALSE                FALSE
##   [3,]              FALSE                   FALSE                FALSE
##   [4,]              FALSE                   FALSE                FALSE
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## [791,]              FALSE                   FALSE                FALSE
## [792,]              FALSE                   FALSE                FALSE
## [793,]              FALSE                   FALSE                FALSE
## [794,]              FALSE                   FALSE                FALSE
## [795,]              FALSE                   FALSE                FALSE
## [796,]              FALSE                   FALSE                FALSE
## [797,]              FALSE                   FALSE                FALSE
## [798,]              FALSE                   FALSE                FALSE
## [799,]              FALSE                   FALSE                FALSE
## [800,]              FALSE                   FALSE                FALSE
## [801,]              FALSE                   FALSE                FALSE
## [802,]              FALSE                   FALSE                FALSE
## [803,]              FALSE                   FALSE                FALSE
## [804,]              FALSE                   FALSE                FALSE
## [805,]              FALSE                   FALSE                FALSE
## [806,]              FALSE                   FALSE                FALSE
## [807,]              FALSE                   FALSE                FALSE
## [808,]              FALSE                   FALSE                FALSE
## [809,]              FALSE                   FALSE                FALSE
## [810,]              FALSE                   FALSE                FALSE
## [811,]              FALSE                   FALSE                FALSE
## [812,]              FALSE                   FALSE                FALSE
## [813,]              FALSE                   FALSE                FALSE
## [814,]              FALSE                   FALSE                FALSE
## [815,]              FALSE                   FALSE                FALSE
## [816,]              FALSE                   FALSE                FALSE
## [817,]              FALSE                   FALSE                FALSE
## [818,]              FALSE                   FALSE                FALSE
## [819,]              FALSE                   FALSE                FALSE
## [820,]              FALSE                   FALSE                FALSE
## [821,]              FALSE                   FALSE                FALSE
## [822,]              FALSE                   FALSE                FALSE
## [823,]              FALSE                   FALSE                FALSE
## [824,]              FALSE                   FALSE                FALSE
## [825,]              FALSE                   FALSE                FALSE
## [826,]              FALSE                   FALSE                FALSE
## [827,]              FALSE                   FALSE                FALSE
## [828,]              FALSE                   FALSE                FALSE
## [829,]              FALSE                   FALSE                FALSE
## [830,]              FALSE                   FALSE                FALSE
## [831,]              FALSE                   FALSE                FALSE
## [832,]              FALSE                   FALSE                FALSE
## [833,]              FALSE                   FALSE                FALSE
## [834,]              FALSE                   FALSE                FALSE
## [835,]              FALSE                   FALSE                FALSE
## [836,]              FALSE                   FALSE                FALSE
## [837,]              FALSE                   FALSE                FALSE
## [838,]              FALSE                   FALSE                FALSE
## [839,]              FALSE                   FALSE                FALSE
## [840,]              FALSE                   FALSE                FALSE
## [841,]              FALSE                   FALSE                FALSE
## [842,]              FALSE                   FALSE                FALSE
## [843,]              FALSE                   FALSE                FALSE
## [844,]              FALSE                   FALSE                FALSE
## [845,]              FALSE                   FALSE                FALSE
## [846,]              FALSE                   FALSE                FALSE
## [847,]              FALSE                   FALSE                FALSE
## [848,]              FALSE                   FALSE                FALSE
## [849,]              FALSE                   FALSE                FALSE
## [850,]              FALSE                   FALSE                FALSE
## [851,]              FALSE                   FALSE                FALSE
## [852,]              FALSE                   FALSE                FALSE
## [853,]              FALSE                   FALSE                FALSE
## [854,]              FALSE                   FALSE                FALSE
## [855,]              FALSE                   FALSE                FALSE
## [856,]              FALSE                   FALSE                FALSE
## [857,]              FALSE                   FALSE                FALSE
## [858,]              FALSE                   FALSE                FALSE
## [859,]              FALSE                   FALSE                FALSE
## [860,]              FALSE                   FALSE                FALSE
## [861,]              FALSE                   FALSE                FALSE
## [862,]              FALSE                   FALSE                FALSE
## [863,]              FALSE                   FALSE                FALSE
## [864,]              FALSE                   FALSE                FALSE
## [865,]              FALSE                   FALSE                FALSE
## [866,]              FALSE                   FALSE                FALSE
## [867,]              FALSE                   FALSE                FALSE
## [868,]              FALSE                   FALSE                FALSE
## [869,]              FALSE                   FALSE                FALSE
## [870,]              FALSE                   FALSE                FALSE
employeeClean = na.omit(employee)

#Summarizing data
str(employeeClean)
## 'data.frame':    870 obs. of  36 variables:
##  $ ID                      : int  1 2 3 4 5 6 7 8 9 10 ...
##  $ Age                     : int  32 40 35 32 24 27 41 37 34 34 ...
##  $ Attrition               : chr  "No" "No" "No" "No" ...
##  $ BusinessTravel          : chr  "Travel_Rarely" "Travel_Rarely" "Travel_Frequently" "Travel_Rarely" ...
##  $ DailyRate               : int  117 1308 200 801 567 294 1283 309 1333 653 ...
##  $ Department              : chr  "Sales" "Research & Development" "Research & Development" "Sales" ...
##  $ DistanceFromHome        : int  13 14 18 1 2 10 5 10 10 10 ...
##  $ Education               : int  4 3 2 4 1 2 5 4 4 4 ...
##  $ EducationField          : chr  "Life Sciences" "Medical" "Life Sciences" "Marketing" ...
##  $ EmployeeCount           : int  1 1 1 1 1 1 1 1 1 1 ...
##  $ EmployeeNumber          : int  859 1128 1412 2016 1646 733 1448 1105 1055 1597 ...
##  $ EnvironmentSatisfaction : int  2 3 3 3 1 4 2 4 3 4 ...
##  $ Gender                  : chr  "Male" "Male" "Male" "Female" ...
##  $ HourlyRate              : int  73 44 60 48 32 32 90 88 87 92 ...
##  $ JobInvolvement          : int  3 2 3 3 3 3 4 2 3 2 ...
##  $ JobLevel                : int  2 5 3 3 1 3 1 2 1 2 ...
##  $ JobRole                 : chr  "Sales Executive" "Research Director" "Manufacturing Director" "Sales Executive" ...
##  $ JobSatisfaction         : int  4 3 4 4 4 1 3 4 3 3 ...
##  $ MaritalStatus           : chr  "Divorced" "Single" "Single" "Married" ...
##  $ MonthlyIncome           : int  4403 19626 9362 10422 3760 8793 2127 6694 2220 5063 ...
##  $ MonthlyRate             : int  9250 17544 19944 24032 17218 4809 5561 24223 18410 15332 ...
##  $ NumCompaniesWorked      : int  2 1 2 1 1 1 2 2 1 1 ...
##  $ Over18                  : chr  "Y" "Y" "Y" "Y" ...
##  $ OverTime                : chr  "No" "No" "No" "No" ...
##  $ PercentSalaryHike       : int  11 14 11 19 13 21 12 14 19 14 ...
##  $ PerformanceRating       : int  3 3 3 3 3 4 3 3 3 3 ...
##  $ RelationshipSatisfaction: int  3 1 3 3 3 3 1 3 4 2 ...
##  $ StandardHours           : int  80 80 80 80 80 80 80 80 80 80 ...
##  $ StockOptionLevel        : int  1 0 0 2 0 2 0 3 1 1 ...
##  $ TotalWorkingYears       : int  8 21 10 14 6 9 7 8 1 8 ...
##  $ TrainingTimesLastYear   : int  3 2 2 3 2 4 5 5 2 3 ...
##  $ WorkLifeBalance         : int  2 4 3 3 3 2 2 3 3 2 ...
##  $ YearsAtCompany          : int  5 20 2 14 6 9 4 1 1 8 ...
##  $ YearsInCurrentRole      : int  2 7 2 10 3 7 2 0 1 2 ...
##  $ YearsSinceLastPromotion : int  0 4 2 5 1 1 0 0 0 7 ...
##  $ YearsWithCurrManager    : int  3 9 2 7 3 7 3 0 0 7 ...
summary(employeeClean)
##        ID             Age         Attrition         BusinessTravel    
##  Min.   :  1.0   Min.   :18.00   Length:870         Length:870        
##  1st Qu.:218.2   1st Qu.:30.00   Class :character   Class :character  
##  Median :435.5   Median :35.00   Mode  :character   Mode  :character  
##  Mean   :435.5   Mean   :36.83                                        
##  3rd Qu.:652.8   3rd Qu.:43.00                                        
##  Max.   :870.0   Max.   :60.00                                        
##    DailyRate       Department        DistanceFromHome   Education    
##  Min.   : 103.0   Length:870         Min.   : 1.000   Min.   :1.000  
##  1st Qu.: 472.5   Class :character   1st Qu.: 2.000   1st Qu.:2.000  
##  Median : 817.5   Mode  :character   Median : 7.000   Median :3.000  
##  Mean   : 815.2                      Mean   : 9.339   Mean   :2.901  
##  3rd Qu.:1165.8                      3rd Qu.:14.000   3rd Qu.:4.000  
##  Max.   :1499.0                      Max.   :29.000   Max.   :5.000  
##  EducationField     EmployeeCount EmployeeNumber   EnvironmentSatisfaction
##  Length:870         Min.   :1     Min.   :   1.0   Min.   :1.000          
##  Class :character   1st Qu.:1     1st Qu.: 477.2   1st Qu.:2.000          
##  Mode  :character   Median :1     Median :1039.0   Median :3.000          
##                     Mean   :1     Mean   :1029.8   Mean   :2.701          
##                     3rd Qu.:1     3rd Qu.:1561.5   3rd Qu.:4.000          
##                     Max.   :1     Max.   :2064.0   Max.   :4.000          
##     Gender            HourlyRate     JobInvolvement     JobLevel    
##  Length:870         Min.   : 30.00   Min.   :1.000   Min.   :1.000  
##  Class :character   1st Qu.: 48.00   1st Qu.:2.000   1st Qu.:1.000  
##  Mode  :character   Median : 66.00   Median :3.000   Median :2.000  
##                     Mean   : 65.61   Mean   :2.723   Mean   :2.039  
##                     3rd Qu.: 83.00   3rd Qu.:3.000   3rd Qu.:3.000  
##                     Max.   :100.00   Max.   :4.000   Max.   :5.000  
##    JobRole          JobSatisfaction MaritalStatus      MonthlyIncome  
##  Length:870         Min.   :1.000   Length:870         Min.   : 1081  
##  Class :character   1st Qu.:2.000   Class :character   1st Qu.: 2840  
##  Mode  :character   Median :3.000   Mode  :character   Median : 4946  
##                     Mean   :2.709                      Mean   : 6390  
##                     3rd Qu.:4.000                      3rd Qu.: 8182  
##                     Max.   :4.000                      Max.   :19999  
##   MonthlyRate    NumCompaniesWorked    Over18            OverTime        
##  Min.   : 2094   Min.   :0.000      Length:870         Length:870        
##  1st Qu.: 8092   1st Qu.:1.000      Class :character   Class :character  
##  Median :14074   Median :2.000      Mode  :character   Mode  :character  
##  Mean   :14326   Mean   :2.728                                           
##  3rd Qu.:20456   3rd Qu.:4.000                                           
##  Max.   :26997   Max.   :9.000                                           
##  PercentSalaryHike PerformanceRating RelationshipSatisfaction StandardHours
##  Min.   :11.0      Min.   :3.000     Min.   :1.000            Min.   :80   
##  1st Qu.:12.0      1st Qu.:3.000     1st Qu.:2.000            1st Qu.:80   
##  Median :14.0      Median :3.000     Median :3.000            Median :80   
##  Mean   :15.2      Mean   :3.152     Mean   :2.707            Mean   :80   
##  3rd Qu.:18.0      3rd Qu.:3.000     3rd Qu.:4.000            3rd Qu.:80   
##  Max.   :25.0      Max.   :4.000     Max.   :4.000            Max.   :80   
##  StockOptionLevel TotalWorkingYears TrainingTimesLastYear WorkLifeBalance
##  Min.   :0.0000   Min.   : 0.00     Min.   :0.000         Min.   :1.000  
##  1st Qu.:0.0000   1st Qu.: 6.00     1st Qu.:2.000         1st Qu.:2.000  
##  Median :1.0000   Median :10.00     Median :3.000         Median :3.000  
##  Mean   :0.7839   Mean   :11.05     Mean   :2.832         Mean   :2.782  
##  3rd Qu.:1.0000   3rd Qu.:15.00     3rd Qu.:3.000         3rd Qu.:3.000  
##  Max.   :3.0000   Max.   :40.00     Max.   :6.000         Max.   :4.000  
##  YearsAtCompany   YearsInCurrentRole YearsSinceLastPromotion
##  Min.   : 0.000   Min.   : 0.000     Min.   : 0.000         
##  1st Qu.: 3.000   1st Qu.: 2.000     1st Qu.: 0.000         
##  Median : 5.000   Median : 3.000     Median : 1.000         
##  Mean   : 6.962   Mean   : 4.205     Mean   : 2.169         
##  3rd Qu.:10.000   3rd Qu.: 7.000     3rd Qu.: 3.000         
##  Max.   :40.000   Max.   :18.000     Max.   :15.000         
##  YearsWithCurrManager
##  Min.   : 0.00       
##  1st Qu.: 2.00       
##  Median : 3.00       
##  Mean   : 4.14       
##  3rd Qu.: 7.00       
##  Max.   :17.00

#Changed OverTime to binary category

#Converting the Overtime fields to a binary category for scalability
employeeClean$OverTimeBinary = ifelse(employeeClean$OverTime =="Yes", 1,0) 

#Scaled columns for comparison of multiple variables

#Scaling columns
employeeClean$MonthlyIncomeScale = scale(employeeClean$MonthlyIncome)
employeeClean$AgeScale = scale(employeeClean$Age)
employeeClean$EnvironmentSatisfactionScale = scale(employeeClean$EnvironmentSatisfaction)
employeeClean$OverTimeScale = scale(employeeClean$OverTimeBinary)
employeeClean$YearsAtCompanyScale = scale(employeeClean$YearsAtCompany)

#Verifying scale
employeeClean
##      ID Age Attrition    BusinessTravel DailyRate             Department
## 1     1  32        No     Travel_Rarely       117                  Sales
## 2     2  40        No     Travel_Rarely      1308 Research & Development
## 3     3  35        No Travel_Frequently       200 Research & Development
## 4     4  32        No     Travel_Rarely       801                  Sales
## 5     5  24        No Travel_Frequently       567 Research & Development
## 6     6  27        No Travel_Frequently       294 Research & Development
## 7     7  41        No     Travel_Rarely      1283 Research & Development
## 8     8  37        No     Travel_Rarely       309                  Sales
## 9     9  34        No     Travel_Rarely      1333                  Sales
## 10   10  34        No Travel_Frequently       653 Research & Development
## 11   11  43        No     Travel_Rarely       823 Research & Development
## 12   12  28        No        Non-Travel       280        Human Resources
## 13   13  35        No     Travel_Rarely       950 Research & Development
## 14   14  30        No     Travel_Rarely       202                  Sales
## 15   15  46        No     Travel_Rarely       991        Human Resources
## 16   16  31        No        Non-Travel      1188                  Sales
## 17   17  32        No     Travel_Rarely       498 Research & Development
## 18   18  46        No        Non-Travel      1144 Research & Development
## 19   19  34        No     Travel_Rarely       181 Research & Development
## 20   20  44        No     Travel_Rarely       170 Research & Development
## 21   21  36        No     Travel_Rarely       913 Research & Development
## 22   22  48        No     Travel_Rarely       817                  Sales
## 23   23  43        No Travel_Frequently      1001 Research & Development
## 24   24  31        No Travel_Frequently       715                  Sales
## 25   25  33        No     Travel_Rarely      1069 Research & Development
## 26   26  44        No     Travel_Rarely      1099                  Sales
## 27   27  38        No     Travel_Rarely      1245                  Sales
## 28   28  33       Yes     Travel_Rarely       603                  Sales
## 29   29  53       Yes     Travel_Rarely      1168                  Sales
## 30   30  52        No        Non-Travel       715 Research & Development
## 31   31  32        No Travel_Frequently       689                  Sales
## 32   32  33        No     Travel_Rarely       267 Research & Development
## 33   33  46        No     Travel_Rarely       488                  Sales
## 34   34  35        No     Travel_Rarely       982 Research & Development
## 35   35  32        No     Travel_Rarely      1373 Research & Development
## 36   36  32        No Travel_Frequently      1311 Research & Development
## 37   37  35       Yes     Travel_Rarely       737                  Sales
## 38   38  36       Yes     Travel_Rarely      1456                  Sales
## 39   39  56        No     Travel_Rarely       206        Human Resources
## 40   40  31        No Travel_Frequently       793                  Sales
## 41   41  58        No        Non-Travel       350                  Sales
## 42   42  45        No     Travel_Rarely       954                  Sales
## 43   43  49        No     Travel_Rarely       464 Research & Development
## 44   44  42        No     Travel_Rarely      1059 Research & Development
## 45   45  23        No     Travel_Rarely       373 Research & Development
## 46   46  42        No Travel_Frequently       748 Research & Development
## 47   47  32       Yes     Travel_Rarely       964                  Sales
## 48   48  38        No     Travel_Rarely       770                  Sales
## 49   49  18       Yes Travel_Frequently      1306                  Sales
## 50   50  27        No        Non-Travel       691 Research & Development
## 51   51  38        No     Travel_Rarely       362 Research & Development
## 52   52  58        No     Travel_Rarely      1055 Research & Development
## 53   53  44        No     Travel_Rarely      1117 Research & Development
## 54   54  45        No        Non-Travel       805 Research & Development
## 55   55  31        No     Travel_Rarely       746 Research & Development
## 56   56  41        No     Travel_Rarely       548 Research & Development
## 57   57  42       Yes Travel_Frequently       933 Research & Development
## 58   58  29        No     Travel_Rarely      1370 Research & Development
## 59   59  37        No        Non-Travel       728 Research & Development
## 60   60  25       Yes Travel_Frequently       599                  Sales
## 61   61  36       Yes     Travel_Rarely       530                  Sales
## 62   62  36        No     Travel_Rarely       325 Research & Development
## 63   63  31        No     Travel_Rarely      1154                  Sales
## 64   64  18        No        Non-Travel      1431 Research & Development
## 65   65  24       Yes     Travel_Rarely       984 Research & Development
## 66   66  32        No     Travel_Rarely       334 Research & Development
## 67   67  35        No     Travel_Rarely      1017 Research & Development
## 68   68  23        No     Travel_Rarely       571 Research & Development
## 69   69  35        No Travel_Frequently       664 Research & Development
## 70   70  37        No     Travel_Rarely      1372 Research & Development
## 71   71  41        No     Travel_Rarely       642 Research & Development
## 72   72  28        No     Travel_Rarely       866                  Sales
## 73   73  35       Yes     Travel_Rarely       556 Research & Development
## 74   74  41        No     Travel_Rarely       167 Research & Development
## 75   75  52       Yes     Travel_Rarely      1030                  Sales
## 76   76  30        No Travel_Frequently       721 Research & Development
## 77   77  34        No     Travel_Rarely       971                  Sales
## 78   78  46        No     Travel_Rarely       563                  Sales
## 79   79  45        No        Non-Travel      1052                  Sales
## 80   80  31        No     Travel_Rarely      1276 Research & Development
## 81   81  37       Yes     Travel_Rarely      1141 Research & Development
## 82   82  35        No     Travel_Rarely      1370 Research & Development
## 83   83  38        No Travel_Frequently       508 Research & Development
## 84   84  37        No     Travel_Rarely      1319 Research & Development
## 85   85  36        No     Travel_Rarely       429 Research & Development
## 86   86  59        No     Travel_Rarely       715 Research & Development
## 87   87  47        No     Travel_Rarely       703                  Sales
## 88   88  35       Yes     Travel_Rarely       622 Research & Development
## 89   89  27        No Travel_Frequently       994                  Sales
## 90   90  46        No     Travel_Rarely       705                  Sales
## 91   91  38        No Travel_Frequently      1490 Research & Development
## 92   92  29       Yes     Travel_Rarely       408                  Sales
## 93   93  37       Yes     Travel_Rarely      1373 Research & Development
## 94   94  35        No     Travel_Rarely       670 Research & Development
## 95   95  50        No     Travel_Rarely      1452 Research & Development
## 96   96  42        No     Travel_Rarely       635                  Sales
## 97   97  46        No     Travel_Rarely       228                  Sales
## 98   98  37        No        Non-Travel      1040 Research & Development
## 99   99  29        No Travel_Frequently       410 Research & Development
## 100 100  34        No     Travel_Rarely       401 Research & Development
## 101 101  27        No     Travel_Rarely      1377 Research & Development
## 102 102  31        No     Travel_Rarely       326                  Sales
## 103 103  34        No        Non-Travel      1381                  Sales
## 104 104  23        No     Travel_Rarely       885 Research & Development
## 105 105  53        No     Travel_Rarely       447 Research & Development
## 106 106  26        No     Travel_Rarely      1384 Research & Development
## 107 107  29        No        Non-Travel      1496 Research & Development
## 108 108  55        No     Travel_Rarely       189        Human Resources
## 109 109  46       Yes     Travel_Rarely       261 Research & Development
## 110 110  32        No     Travel_Rarely       529 Research & Development
## 111 111  28        No Travel_Frequently       773 Research & Development
## 112 112  52        No     Travel_Rarely      1053 Research & Development
## 113 113  52        No     Travel_Rarely       994 Research & Development
## 114 114  35        No        Non-Travel      1225 Research & Development
## 115 115  35        No     Travel_Rarely      1361                  Sales
## 116 116  37        No        Non-Travel      1252                  Sales
## 117 117  25        No     Travel_Rarely      1356                  Sales
## 118 118  29        No     Travel_Rarely      1378 Research & Development
## 119 119  41        No     Travel_Rarely       465 Research & Development
## 120 120  34        No     Travel_Rarely       404 Research & Development
## 121 121  36        No        Non-Travel       427 Research & Development
## 122 122  21        No     Travel_Rarely       501                  Sales
## 123 123  45        No     Travel_Rarely       930                  Sales
## 124 124  38        No     Travel_Rarely       243                  Sales
## 125 125  29        No Travel_Frequently       442                  Sales
## 126 126  35        No     Travel_Rarely      1224                  Sales
## 127 127  32       Yes Travel_Frequently      1125 Research & Development
## 128 128  45        No     Travel_Rarely       556 Research & Development
## 129 129  43        No     Travel_Rarely       930 Research & Development
## 130 130  46        No     Travel_Rarely      1319                  Sales
## 131 131  29        No     Travel_Rarely       991                  Sales
## 132 132  49        No     Travel_Rarely      1313                  Sales
## 133 133  42        No Travel_Frequently      1368 Research & Development
## 134 134  39        No     Travel_Rarely       492 Research & Development
## 135 135  43        No Travel_Frequently       559 Research & Development
## 136 136  40        No Travel_Frequently       791 Research & Development
## 137 137  29       Yes     Travel_Rarely       805 Research & Development
## 138 138  54        No     Travel_Rarely      1441 Research & Development
## 139 139  39       Yes     Travel_Rarely      1122 Research & Development
## 140 140  37        No     Travel_Rarely      1189                  Sales
## 141 141  56        No     Travel_Rarely      1369 Research & Development
## 142 142  58        No     Travel_Rarely       848 Research & Development
## 143 143  46        No     Travel_Rarely       566 Research & Development
## 144 144  37        No     Travel_Rarely       228                  Sales
## 145 145  40        No     Travel_Rarely      1202 Research & Development
## 146 146  29        No        Non-Travel       746                  Sales
## 147 147  33        No     Travel_Rarely       931 Research & Development
## 148 148  33        No     Travel_Rarely      1242                  Sales
## 149 149  24        No     Travel_Rarely       477 Research & Development
## 150 150  28        No     Travel_Rarely       580 Research & Development
## 151 151  31       Yes     Travel_Rarely      1365                  Sales
## 152 152  32        No     Travel_Rarely       929                  Sales
## 153 153  32        No     Travel_Rarely       906                  Sales
## 154 154  41        No     Travel_Rarely       447 Research & Development
## 155 155  34        No     Travel_Rarely       546 Research & Development
## 156 156  30        No        Non-Travel       641                  Sales
## 157 157  40        No     Travel_Rarely       444                  Sales
## 158 158  39       Yes Travel_Frequently       203 Research & Development
## 159 159  43        No Travel_Frequently      1082 Research & Development
## 160 160  42        No Travel_Frequently       458 Research & Development
## 161 161  30        No     Travel_Rarely       852 Research & Development
## 162 162  28       Yes        Non-Travel      1366 Research & Development
## 163 163  33        No     Travel_Rarely      1216                  Sales
## 164 164  42        No     Travel_Rarely       916 Research & Development
## 165 165  35        No     Travel_Rarely      1232                  Sales
## 166 166  20       Yes     Travel_Rarely       500                  Sales
## 167 167  49        No     Travel_Rarely       301 Research & Development
## 168 168  33        No     Travel_Rarely       922 Research & Development
## 169 169  52        No     Travel_Rarely       956 Research & Development
## 170 170  29        No     Travel_Rarely      1107 Research & Development
## 171 171  30        No     Travel_Rarely       501                  Sales
## 172 172  47        No        Non-Travel      1169 Research & Development
## 173 173  46        No Travel_Frequently      1034 Research & Development
## 174 174  33        No     Travel_Rarely       536                  Sales
## 175 175  53        No     Travel_Rarely      1376                  Sales
## 176 176  21        No     Travel_Rarely       984 Research & Development
## 177 177  55       Yes     Travel_Rarely       725 Research & Development
## 178 178  26       Yes Travel_Frequently       342 Research & Development
## 179 179  32        No Travel_Frequently       967                  Sales
## 180 180  38        No     Travel_Rarely       702                  Sales
## 181 181  35        No     Travel_Rarely       819 Research & Development
## 182 182  38        No     Travel_Rarely      1009                  Sales
## 183 183  43        No Travel_Frequently       957 Research & Development
## 184 184  39        No     Travel_Rarely      1089 Research & Development
## 185 185  39        No Travel_Frequently       443 Research & Development
## 186 186  28        No     Travel_Rarely      1158 Research & Development
## 187 187  25        No Travel_Frequently       772 Research & Development
## 188 188  47        No     Travel_Rarely      1225                  Sales
## 189 189  50        No     Travel_Rarely       797 Research & Development
## 190 190  28        No        Non-Travel       120                  Sales
## 191 191  30        No     Travel_Rarely      1275 Research & Development
## 192 192  31        No Travel_Frequently      1125                  Sales
## 193 193  46        No     Travel_Rarely      1485 Research & Development
## 194 194  48        No     Travel_Rarely       163                  Sales
## 195 195  26        No     Travel_Rarely       683 Research & Development
## 196 196  51        No     Travel_Rarely       833 Research & Development
## 197 197  51        No     Travel_Rarely       432 Research & Development
## 198 198  49        No     Travel_Rarely       174                  Sales
## 199 199  44        No     Travel_Rarely       477 Research & Development
## 200 200  24        No     Travel_Rarely       823 Research & Development
## 201 201  40       Yes        Non-Travel      1479                  Sales
## 202 202  32        No     Travel_Rarely       548 Research & Development
## 203 203  32        No     Travel_Rarely       859 Research & Development
## 204 204  28       Yes     Travel_Rarely       654 Research & Development
## 205 205  32        No     Travel_Rarely      1401                  Sales
## 206 206  44        No     Travel_Rarely       661 Research & Development
## 207 207  43       Yes     Travel_Rarely      1372                  Sales
## 208 208  38       Yes     Travel_Rarely      1180 Research & Development
## 209 209  30        No     Travel_Rarely       201 Research & Development
## 210 210  41        No     Travel_Rarely       802                  Sales
## 211 211  41        No     Travel_Rarely       582 Research & Development
## 212 212  42        No     Travel_Rarely       265                  Sales
## 213 213  37        No     Travel_Rarely      1225 Research & Development
## 214 214  42        No     Travel_Rarely       932 Research & Development
## 215 215  27        No     Travel_Rarely      1115 Research & Development
## 216 216  40        No     Travel_Rarely       896 Research & Development
## 217 217  38        No     Travel_Rarely      1495 Research & Development
## 218 218  48        No Travel_Frequently       117 Research & Development
## 219 219  30        No     Travel_Rarely       438 Research & Development
## 220 220  26        No     Travel_Rarely       583 Research & Development
## 221 221  34        No     Travel_Rarely       304                  Sales
## 222 222  45       Yes Travel_Frequently       306                  Sales
## 223 223  33        No        Non-Travel       530                  Sales
## 224 224  28        No     Travel_Rarely      1423 Research & Development
## 225 225  38        No     Travel_Rarely      1206 Research & Development
## 226 226  30        No     Travel_Rarely       911 Research & Development
## 227 227  35        No     Travel_Rarely       464 Research & Development
## 228 228  22        No     Travel_Rarely      1136 Research & Development
## 229 229  24        No     Travel_Rarely      1353                  Sales
## 230 230  49        No     Travel_Rarely       465 Research & Development
## 231 231  45        No     Travel_Rarely      1329 Research & Development
## 232 232  35        No     Travel_Rarely       890                  Sales
## 233 233  47       Yes Travel_Frequently      1093                  Sales
## 234 234  54        No     Travel_Rarely      1147                  Sales
## 235 235  43        No Travel_Frequently       394                  Sales
## 236 236  37       Yes     Travel_Rarely       625                  Sales
## 237 237  42        No     Travel_Rarely       300 Research & Development
## 238 238  32        No     Travel_Rarely       646 Research & Development
## 239 239  25        No     Travel_Rarely       309        Human Resources
## 240 240  50        No     Travel_Rarely       813 Research & Development
## 241 241  42        No     Travel_Rarely       319 Research & Development
## 242 242  45        No Travel_Frequently       364 Research & Development
## 243 243  29        No     Travel_Rarely      1328 Research & Development
## 244 244  25       Yes     Travel_Rarely       383                  Sales
## 245 245  29        No     Travel_Rarely       718 Research & Development
## 246 246  29        No     Travel_Rarely      1086 Research & Development
## 247 247  31        No     Travel_Rarely      1232 Research & Development
## 248 248  32        No     Travel_Rarely       234                  Sales
## 249 249  41        No Travel_Frequently      1200 Research & Development
## 250 250  41        No     Travel_Rarely      1276                  Sales
## 251 251  33        No        Non-Travel      1313 Research & Development
## 252 252  36        No        Non-Travel      1229                  Sales
## 253 253  45        No     Travel_Rarely       252 Research & Development
## 254 254  31       Yes     Travel_Rarely       359        Human Resources
## 255 255  40        No        Non-Travel       218 Research & Development
## 256 256  43        No        Non-Travel       343 Research & Development
## 257 257  31        No Travel_Frequently       444                  Sales
## 258 258  30        No     Travel_Rarely       855                  Sales
## 259 259  34        No     Travel_Rarely      1480                  Sales
## 260 260  25        No     Travel_Rarely       977 Research & Development
## 261 261  31       Yes Travel_Frequently       703                  Sales
## 262 262  29       Yes     Travel_Rarely       224 Research & Development
## 263 263  33       Yes     Travel_Rarely       813 Research & Development
## 264 264  29        No Travel_Frequently      1404                  Sales
## 265 265  24        No     Travel_Rarely      1127 Research & Development
## 266 266  35        No     Travel_Rarely       809 Research & Development
## 267 267  34        No Travel_Frequently       829 Research & Development
## 268 268  32       Yes     Travel_Rarely      1259 Research & Development
## 269 269  33        No Travel_Frequently      1303 Research & Development
## 270 270  30        No     Travel_Rarely      1176 Research & Development
## 271 271  45        No        Non-Travel       589                  Sales
## 272 272  34        No     Travel_Rarely      1130 Research & Development
## 273 273  27        No     Travel_Rarely       728                  Sales
## 274 274  36        No     Travel_Rarely       329                  Sales
## 275 275  55        No     Travel_Rarely       692 Research & Development
## 276 276  56        No     Travel_Rarely       718 Research & Development
## 277 277  22        No     Travel_Rarely       253 Research & Development
## 278 278  43        No Travel_Frequently       185 Research & Development
## 279 279  25       Yes     Travel_Rarely       240                  Sales
## 280 280  55        No     Travel_Rarely      1229 Research & Development
## 281 281  43        No     Travel_Rarely      1179                  Sales
## 282 282  41        No     Travel_Rarely       263 Research & Development
## 283 283  40        No     Travel_Rarely      1194 Research & Development
## 284 284  31        No     Travel_Rarely       691                  Sales
## 285 285  38        No     Travel_Rarely       433        Human Resources
## 286 286  33        No     Travel_Rarely       589 Research & Development
## 287 287  22       Yes     Travel_Rarely       391 Research & Development
## 288 288  34        No     Travel_Rarely      1346 Research & Development
## 289 289  36        No Travel_Frequently      1467                  Sales
## 290 290  35        No     Travel_Rarely       384                  Sales
## 291 291  45        No     Travel_Rarely       974 Research & Development
## 292 292  36        No        Non-Travel      1105 Research & Development
## 293 293  27        No     Travel_Rarely       894 Research & Development
## 294 294  47        No        Non-Travel      1162 Research & Development
## 295 295  40        No     Travel_Rarely       898        Human Resources
## 296 296  35        No     Travel_Rarely      1490 Research & Development
## 297 297  34        No Travel_Frequently      1069 Research & Development
## 298 298  34       Yes Travel_Frequently       658 Research & Development
## 299 299  31       Yes        Non-Travel       335 Research & Development
## 300 300  28       Yes     Travel_Rarely      1157 Research & Development
## 301 301  32        No Travel_Frequently       379                  Sales
## 302 302  35        No Travel_Frequently       853                  Sales
## 303 303  55        No     Travel_Rarely      1441 Research & Development
## 304 304  35        No     Travel_Rarely      1395 Research & Development
## 305 305  58       Yes     Travel_Rarely       289 Research & Development
## 306 306  24        No        Non-Travel      1269 Research & Development
## 307 307  50        No     Travel_Rarely       804 Research & Development
## 308 308  34        No        Non-Travel       697 Research & Development
## 309 309  55        No Travel_Frequently       135 Research & Development
## 310 310  25        No     Travel_Rarely       810                  Sales
## 311 311  34        No     Travel_Rarely      1351 Research & Development
## 312 312  40        No     Travel_Rarely       302 Research & Development
## 313 313  31       Yes Travel_Frequently       561 Research & Development
## 314 314  51        No     Travel_Rarely      1169 Research & Development
## 315 315  60        No     Travel_Rarely      1179                  Sales
## 316 316  47        No     Travel_Rarely       955                  Sales
## 317 317  34        No Travel_Frequently       303                  Sales
## 318 318  24        No     Travel_Rarely       771 Research & Development
## 319 319  39        No     Travel_Rarely      1498                  Sales
## 320 320  19        No     Travel_Rarely       265 Research & Development
## 321 321  32        No        Non-Travel      1184 Research & Development
## 322 322  34        No     Travel_Rarely      1397 Research & Development
## 323 323  30        No Travel_Frequently      1012 Research & Development
## 324 324  46        No     Travel_Rarely      1003 Research & Development
## 325 325  39        No     Travel_Rarely       466 Research & Development
## 326 326  27        No     Travel_Rarely       618 Research & Development
## 327 327  44        No     Travel_Rarely      1313 Research & Development
## 328 328  42        No     Travel_Rarely       557 Research & Development
## 329 329  38        No Travel_Frequently      1394 Research & Development
## 330 330  42        No     Travel_Rarely      1147        Human Resources
## 331 331  49        No     Travel_Rarely       809 Research & Development
## 332 332  32       Yes     Travel_Rarely      1045                  Sales
## 333 333  44       Yes Travel_Frequently       429 Research & Development
## 334 334  27        No     Travel_Rarely       608 Research & Development
## 335 335  59        No        Non-Travel      1420        Human Resources
## 336 336  33       Yes Travel_Frequently       827 Research & Development
## 337 337  35        No Travel_Frequently      1182                  Sales
## 338 338  34        No Travel_Frequently       618 Research & Development
## 339 339  50       Yes Travel_Frequently       959                  Sales
## 340 340  27        No     Travel_Rarely      1240 Research & Development
## 341 341  36        No     Travel_Rarely       852 Research & Development
## 342 342  28        No Travel_Frequently       193 Research & Development
## 343 343  33        No     Travel_Rarely       654 Research & Development
## 344 344  30        No Travel_Frequently       160 Research & Development
## 345 345  30        No     Travel_Rarely      1329                  Sales
## 346 346  39        No     Travel_Rarely       119                  Sales
## 347 347  34        No Travel_Frequently      1003 Research & Development
## 348 348  26        No Travel_Frequently      1479 Research & Development
## 349 349  44        No        Non-Travel       111 Research & Development
## 350 350  56        No     Travel_Rarely       832 Research & Development
## 351 351  42        No     Travel_Rarely      1396 Research & Development
## 352 352  31        No     Travel_Rarely       218                  Sales
## 353 353  40        No Travel_Frequently       902 Research & Development
## 354 354  40        No        Non-Travel      1142 Research & Development
## 355 355  41        No     Travel_Rarely       796                  Sales
## 356 356  34        No     Travel_Rarely      1326                  Sales
## 357 357  26        No     Travel_Rarely       841 Research & Development
## 358 358  29       Yes     Travel_Rarely       408 Research & Development
## 359 359  32        No     Travel_Rarely       427 Research & Development
## 360 360  36        No     Travel_Rarely      1403 Research & Development
## 361 361  52        No     Travel_Rarely       699 Research & Development
## 362 362  29       Yes Travel_Frequently       746                  Sales
## 363 363  52       Yes     Travel_Rarely       266                  Sales
## 364 364  40        No     Travel_Rarely      1416 Research & Development
## 365 365  55        No     Travel_Rarely       282 Research & Development
## 366 366  56        No Travel_Frequently       906                  Sales
## 367 367  34        No Travel_Frequently       135 Research & Development
## 368 368  40        No     Travel_Rarely      1342                  Sales
## 369 369  23        No     Travel_Rarely       977 Research & Development
## 370 370  32        No     Travel_Rarely      1018 Research & Development
## 371 371  31        No Travel_Frequently       853 Research & Development
## 372 372  30        No        Non-Travel      1398                  Sales
## 373 373  45        No Travel_Frequently      1249 Research & Development
## 374 374  37        No     Travel_Rarely      1470 Research & Development
## 375 375  20        No     Travel_Rarely       727                  Sales
## 376 376  50        No Travel_Frequently       333 Research & Development
## 377 377  36       Yes     Travel_Rarely       885 Research & Development
## 378 378  42        No     Travel_Rarely       419                  Sales
## 379 379  29        No     Travel_Rarely       942 Research & Development
## 380 380  30       Yes     Travel_Rarely       138 Research & Development
## 381 381  47        No     Travel_Rarely      1482 Research & Development
## 382 382  26        No     Travel_Rarely      1355        Human Resources
## 383 383  48        No     Travel_Rarely      1221                  Sales
## 384 384  23        No     Travel_Rarely       541                  Sales
## 385 385  51       Yes     Travel_Rarely      1323 Research & Development
## 386 386  38        No     Travel_Rarely      1333 Research & Development
## 387 387  35        No Travel_Frequently       944                  Sales
## 388 388  29        No     Travel_Rarely       232 Research & Development
## 389 389  36        No     Travel_Rarely       530                  Sales
## 390 390  21       Yes Travel_Frequently       756                  Sales
## 391 391  34        No     Travel_Rarely      1111                  Sales
## 392 392  26        No     Travel_Rarely      1443                  Sales
## 393 393  31        No        Non-Travel       976 Research & Development
## 394 394  60        No Travel_Frequently      1499                  Sales
## 395 395  42        No Travel_Frequently      1271 Research & Development
## 396 396  31        No     Travel_Rarely       192 Research & Development
## 397 397  46        No     Travel_Rarely      1009 Research & Development
## 398 398  34       Yes     Travel_Rarely      1107        Human Resources
## 399 399  56        No        Non-Travel       667 Research & Development
## 400 400  44        No Travel_Frequently      1193 Research & Development
## 401 401  30        No     Travel_Rarely       317 Research & Development
## 402 402  42        No        Non-Travel       926 Research & Development
## 403 403  47        No     Travel_Rarely       207 Research & Development
## 404 404  36        No     Travel_Rarely       711 Research & Development
## 405 405  35        No     Travel_Rarely      1343 Research & Development
## 406 406  43        No     Travel_Rarely       782 Research & Development
## 407 407  31        No     Travel_Rarely       196                  Sales
## 408 408  36        No     Travel_Rarely       917 Research & Development
## 409 409  53        No     Travel_Rarely      1219                  Sales
## 410 410  43        No     Travel_Rarely       589 Research & Development
## 411 411  36        No     Travel_Rarely      1278        Human Resources
## 412 412  41        No     Travel_Rarely       918                  Sales
## 413 413  37        No     Travel_Rarely       408 Research & Development
## 414 414  32        No Travel_Frequently      1318                  Sales
## 415 415  34       Yes Travel_Frequently       296                  Sales
## 416 416  35        No        Non-Travel      1180 Research & Development
## 417 417  30        No        Non-Travel      1116 Research & Development
## 418 418  36        No Travel_Frequently       566 Research & Development
## 419 419  37        No     Travel_Rarely       977 Research & Development
## 420 420  29        No     Travel_Rarely       986 Research & Development
## 421 421  34        No     Travel_Rarely      1153 Research & Development
## 422 422  37        No        Non-Travel      1063 Research & Development
## 423 423  31       Yes     Travel_Rarely       249                  Sales
## 424 424  18        No        Non-Travel      1124 Research & Development
## 425 425  28        No     Travel_Rarely       736                  Sales
## 426 426  43        No     Travel_Rarely       415                  Sales
## 427 427  30        No        Non-Travel       990 Research & Development
## 428 428  21        No     Travel_Rarely       996 Research & Development
## 429 429  32       Yes     Travel_Rarely       515 Research & Development
## 430 430  34        No     Travel_Rarely       470 Research & Development
## 431 431  27        No     Travel_Rarely      1377                  Sales
## 432 432  40        No        Non-Travel       458 Research & Development
## 433 433  49       Yes Travel_Frequently      1475 Research & Development
## 434 434  29        No     Travel_Rarely       590 Research & Development
## 435 435  40        No     Travel_Rarely       658                  Sales
## 436 436  27        No     Travel_Rarely      1130                  Sales
## 437 437  28       Yes     Travel_Rarely       890 Research & Development
## 438 438  26        No     Travel_Rarely       157 Research & Development
## 439 439  50       Yes     Travel_Rarely       869                  Sales
## 440 440  38        No     Travel_Rarely       827 Research & Development
## 441 441  32        No Travel_Frequently      1316 Research & Development
## 442 442  29        No     Travel_Rarely      1082 Research & Development
## 443 443  28       Yes     Travel_Rarely       529 Research & Development
## 444 444  44        No     Travel_Rarely       528        Human Resources
## 445 445  46        No     Travel_Rarely       734 Research & Development
## 446 446  47        No     Travel_Rarely       465 Research & Development
## 447 447  38        No Travel_Frequently      1189 Research & Development
## 448 448  42        No     Travel_Rarely      1128 Research & Development
## 449 449  38        No Travel_Frequently       653 Research & Development
## 450 450  45        No        Non-Travel       336                  Sales
## 451 451  33        No     Travel_Rarely       501 Research & Development
## 452 452  44        No     Travel_Rarely      1467 Research & Development
## 453 453  35       Yes     Travel_Rarely       303                  Sales
## 454 454  33        No     Travel_Rarely       217                  Sales
## 455 455  48        No     Travel_Rarely      1236 Research & Development
## 456 456  40        No     Travel_Rarely       611                  Sales
## 457 457  31        No     Travel_Rarely      1112                  Sales
## 458 458  51        No     Travel_Rarely       632                  Sales
## 459 459  56        No     Travel_Rarely      1255 Research & Development
## 460 460  36        No     Travel_Rarely       172 Research & Development
## 461 461  42        No Travel_Frequently      1474 Research & Development
## 462 462  36        No     Travel_Rarely       311 Research & Development
## 463 463  50        No Travel_Frequently       809                  Sales
## 464 464  31        No Travel_Frequently       163 Research & Development
## 465 465  43       Yes Travel_Frequently       807 Research & Development
## 466 466  38        No     Travel_Rarely       371 Research & Development
## 467 467  36        No     Travel_Rarely      1157                  Sales
## 468 468  36        No     Travel_Rarely       132 Research & Development
## 469 469  26       Yes        Non-Travel       265                  Sales
## 470 470  53        No     Travel_Rarely      1084 Research & Development
## 471 471  27        No     Travel_Rarely      1354 Research & Development
## 472 472  29       Yes Travel_Frequently       459 Research & Development
## 473 473  45        No     Travel_Rarely       193 Research & Development
## 474 474  45        No     Travel_Rarely      1316 Research & Development
## 475 475  28        No     Travel_Rarely       895 Research & Development
## 476 476  46        No Travel_Frequently      1211                  Sales
## 477 477  37        No     Travel_Rarely       342                  Sales
## 478 478  26        No     Travel_Rarely       775                  Sales
## 479 479  52        No     Travel_Rarely       258 Research & Development
## 480 480  37        No     Travel_Rarely       161 Research & Development
## 481 481  29        No     Travel_Rarely       136 Research & Development
## 482 482  31        No     Travel_Rarely      1222 Research & Development
## 483 483  34        No Travel_Frequently       735 Research & Development
## 484 484  56        No     Travel_Rarely       713 Research & Development
## 485 485  58       Yes     Travel_Rarely       147 Research & Development
## 486 486  41       Yes     Travel_Rarely      1102                  Sales
## 487 487  30       Yes     Travel_Rarely       945                  Sales
## 488 488  31        No     Travel_Rarely       670 Research & Development
## 489 489  48       Yes     Travel_Rarely       626 Research & Development
## 490 490  34        No     Travel_Rarely       970 Research & Development
## 491 491  49        No Travel_Frequently       636 Research & Development
## 492 492  50        No     Travel_Rarely      1322 Research & Development
## 493 493  29        No     Travel_Rarely       469                  Sales
## 494 494  35        No     Travel_Rarely      1029 Research & Development
## 495 495  36        No     Travel_Rarely      1266                  Sales
## 496 496  51        No     Travel_Rarely      1318                  Sales
## 497 497  45        No     Travel_Rarely       192 Research & Development
## 498 498  37        No Travel_Frequently       889 Research & Development
## 499 499  36        No     Travel_Rarely      1299 Research & Development
## 500 500  39        No        Non-Travel      1251                  Sales
## 501 501  58       Yes     Travel_Rarely       601 Research & Development
## 502 502  28       Yes     Travel_Rarely       103 Research & Development
## 503 503  48       Yes Travel_Frequently       708                  Sales
## 504 504  29        No     Travel_Rarely      1389 Research & Development
## 505 505  47        No     Travel_Rarely       359 Research & Development
## 506 506  32        No     Travel_Rarely       824 Research & Development
## 507 507  33       Yes     Travel_Rarely       350                  Sales
## 508 508  51        No Travel_Frequently       541                  Sales
## 509 509  37        No Travel_Frequently       319                  Sales
## 510 510  41       Yes     Travel_Rarely      1360 Research & Development
## 511 511  38        No     Travel_Rarely       345                  Sales
## 512 512  39        No        Non-Travel      1485 Research & Development
## 513 513  32        No Travel_Frequently       585 Research & Development
## 514 514  33        No Travel_Frequently       515 Research & Development
## 515 515  21        No        Non-Travel       895                  Sales
## 516 516  51        No     Travel_Rarely      1302 Research & Development
## 517 517  25       Yes     Travel_Rarely       867                  Sales
## 518 518  42        No     Travel_Rarely       855 Research & Development
## 519 519  30        No     Travel_Rarely      1138 Research & Development
## 520 520  56       Yes     Travel_Rarely      1162 Research & Development
## 521 521  34        No Travel_Frequently       702 Research & Development
## 522 522  28       Yes     Travel_Rarely       329 Research & Development
## 523 523  45        No     Travel_Rarely      1339 Research & Development
## 524 524  49        No     Travel_Rarely      1245 Research & Development
## 525 525  59        No     Travel_Rarely       142 Research & Development
## 526 526  53        No Travel_Frequently       124                  Sales
## 527 527  45        No     Travel_Rarely      1268                  Sales
## 528 528  31        No     Travel_Rarely      1332 Research & Development
## 529 529  35        No     Travel_Rarely      1214 Research & Development
## 530 530  56       Yes     Travel_Rarely       441 Research & Development
## 531 531  38        No     Travel_Rarely       330 Research & Development
## 532 532  36        No     Travel_Rarely       884                  Sales
## 533 533  29        No     Travel_Rarely      1252 Research & Development
## 534 534  32        No        Non-Travel      1146 Research & Development
## 535 535  29       Yes     Travel_Rarely       318 Research & Development
## 536 536  43        No        Non-Travel      1344 Research & Development
## 537 537  38        No     Travel_Rarely       130                  Sales
## 538 538  42        No     Travel_Rarely       544        Human Resources
## 539 539  24       Yes     Travel_Rarely      1448                  Sales
## 540 540  42        No     Travel_Rarely       647                  Sales
## 541 541  30        No     Travel_Rarely       853 Research & Development
## 542 542  33        No     Travel_Rarely       867 Research & Development
## 543 543  27        No        Non-Travel      1450 Research & Development
## 544 544  38        No     Travel_Rarely      1261 Research & Development
## 545 545  34        No     Travel_Rarely       121 Research & Development
## 546 546  34        No     Travel_Rarely       678 Research & Development
## 547 547  49        No     Travel_Rarely       527 Research & Development
## 548 548  40        No Travel_Frequently       720 Research & Development
## 549 549  38        No     Travel_Rarely       849 Research & Development
## 550 550  45        No     Travel_Rarely       788        Human Resources
## 551 551  41        No     Travel_Rarely       314        Human Resources
## 552 552  28        No     Travel_Rarely      1169        Human Resources
## 553 553  36        No Travel_Frequently      1213        Human Resources
## 554 554  48        No     Travel_Rarely      1469 Research & Development
## 555 555  40        No        Non-Travel      1151 Research & Development
## 556 556  37        No     Travel_Rarely       558                  Sales
## 557 557  54        No     Travel_Rarely       548 Research & Development
## 558 558  34        No     Travel_Rarely       254 Research & Development
## 559 559  42        No     Travel_Rarely       933 Research & Development
## 560 560  26        No     Travel_Rarely       933                  Sales
## 561 561  36        No Travel_Frequently      1480 Research & Development
## 562 562  58        No Travel_Frequently      1216 Research & Development
## 563 563  27        No     Travel_Rarely      1134 Research & Development
## 564 564  31        No        Non-Travel       697 Research & Development
## 565 565  30        No     Travel_Rarely       921 Research & Development
## 566 566  44        No     Travel_Rarely      1037 Research & Development
## 567 567  32        No     Travel_Rarely       128 Research & Development
## 568 568  30       Yes     Travel_Rarely       740                  Sales
## 569 569  42        No     Travel_Rarely       462                  Sales
## 570 570  50        No     Travel_Rarely       939 Research & Development
## 571 571  41        No     Travel_Rarely       337                  Sales
## 572 572  21       Yes     Travel_Rarely      1427 Research & Development
## 573 573  28        No Travel_Frequently       783                  Sales
## 574 574  34        No     Travel_Rarely       810                  Sales
## 575 575  26        No     Travel_Rarely       703                  Sales
## 576 576  37        No     Travel_Rarely      1115 Research & Development
## 577 577  38        No     Travel_Rarely      1404                  Sales
## 578 578  44        No        Non-Travel       981 Research & Development
## 579 579  39        No Travel_Frequently       711 Research & Development
## 580 580  29        No     Travel_Rarely      1329 Research & Development
## 581 581  25        No     Travel_Rarely       882 Research & Development
## 582 582  42        No     Travel_Rarely       810 Research & Development
## 583 583  38        No     Travel_Rarely       833 Research & Development
## 584 584  28        No     Travel_Rarely       760                  Sales
## 585 585  44        No     Travel_Rarely      1459 Research & Development
## 586 586  40        No     Travel_Rarely       905 Research & Development
## 587 587  38        No        Non-Travel       573 Research & Development
## 588 588  36       Yes     Travel_Rarely      1218                  Sales
## 589 589  37        No     Travel_Rarely      1462 Research & Development
## 590 590  35        No     Travel_Rarely      1142 Research & Development
## 591 591  22        No        Non-Travel       457 Research & Development
## 592 592  34       Yes     Travel_Rarely       790                  Sales
## 593 593  28       Yes Travel_Frequently      1496                  Sales
## 594 594  49        No     Travel_Rarely       722 Research & Development
## 595 595  40        No     Travel_Rarely       884 Research & Development
## 596 596  33        No     Travel_Rarely       586                  Sales
## 597 597  35        No     Travel_Rarely       672 Research & Development
## 598 598  40        No     Travel_Rarely       555 Research & Development
## 599 599  27        No     Travel_Rarely       155 Research & Development
## 600 600  24       Yes     Travel_Rarely       813 Research & Development
## 601 601  24        No        Non-Travel       830                  Sales
## 602 602  32        No        Non-Travel      1200 Research & Development
## 603 603  30        No     Travel_Rarely       153 Research & Development
## 604 604  29        No     Travel_Rarely      1401 Research & Development
## 605 605  29       Yes     Travel_Rarely       428                  Sales
## 606 606  53        No     Travel_Rarely       970 Research & Development
## 607 607  59        No Travel_Frequently      1225                  Sales
## 608 608  38        No     Travel_Rarely       322                  Sales
## 609 609  26        No     Travel_Rarely       652 Research & Development
## 610 610  33        No        Non-Travel      1038                  Sales
## 611 611  35        No     Travel_Rarely       817 Research & Development
## 612 612  41        No        Non-Travel       509 Research & Development
## 613 613  33       Yes     Travel_Rarely       465 Research & Development
## 614 614  19       Yes     Travel_Rarely       419                  Sales
## 615 615  30        No     Travel_Rarely       231                  Sales
## 616 616  34        No     Travel_Rarely      1157 Research & Development
## 617 617  33        No     Travel_Rarely      1099 Research & Development
## 618 618  44        No     Travel_Rarely      1488                  Sales
## 619 619  39        No     Travel_Rarely       613 Research & Development
## 620 620  35        No        Non-Travel       727 Research & Development
## 621 621  20       Yes Travel_Frequently       871 Research & Development
## 622 622  47        No Travel_Frequently      1379 Research & Development
## 623 623  34        No     Travel_Rarely       182 Research & Development
## 624 624  35        No     Travel_Rarely      1146        Human Resources
## 625 625  28       Yes Travel_Frequently       289 Research & Development
## 626 626  27        No     Travel_Rarely      1167 Research & Development
## 627 627  24        No     Travel_Rarely      1476                  Sales
## 628 628  38        No     Travel_Rarely       343 Research & Development
## 629 629  55        No Travel_Frequently      1091 Research & Development
## 630 630  34        No     Travel_Rarely      1442 Research & Development
## 631 631  55        No     Travel_Rarely       836 Research & Development
## 632 632  34        No     Travel_Rarely       937                  Sales
## 633 633  38        No     Travel_Rarely      1035                  Sales
## 634 634  36        No     Travel_Rarely       922 Research & Development
## 635 635  43        No     Travel_Rarely      1001 Research & Development
## 636 636  35        No Travel_Frequently       636 Research & Development
## 637 637  42        No     Travel_Rarely       469 Research & Development
## 638 638  34        No     Travel_Rarely      1239                  Sales
## 639 639  24        No     Travel_Rarely       691 Research & Development
## 640 640  27       Yes     Travel_Rarely      1420                  Sales
## 641 641  30        No     Travel_Rarely      1358 Research & Development
## 642 642  40        No     Travel_Rarely       750 Research & Development
## 643 643  55        No        Non-Travel       444 Research & Development
## 644 644  34       Yes        Non-Travel       967 Research & Development
## 645 645  41       Yes        Non-Travel       906 Research & Development
## 646 646  40        No     Travel_Rarely       630                  Sales
## 647 647  18       Yes        Non-Travel       247 Research & Development
## 648 648  26        No     Travel_Rarely       390 Research & Development
## 649 649  35        No     Travel_Rarely       776                  Sales
## 650 650  40       Yes     Travel_Rarely      1329 Research & Development
## 651 651  35        No     Travel_Rarely       992 Research & Development
## 652 652  60        No     Travel_Rarely       696                  Sales
## 653 653  40        No Travel_Frequently       593 Research & Development
## 654 654  48        No     Travel_Rarely       530                  Sales
## 655 655  22       Yes Travel_Frequently      1368 Research & Development
## 656 656  26        No Travel_Frequently       496 Research & Development
## 657 657  51        No     Travel_Rarely      1469 Research & Development
## 658 658  54        No Travel_Frequently      1050 Research & Development
## 659 659  41        No     Travel_Rarely       483 Research & Development
## 660 660  36        No Travel_Frequently      1195 Research & Development
## 661 661  32        No Travel_Frequently       430 Research & Development
## 662 662  34        No     Travel_Rarely      1303 Research & Development
## 663 663  46        No     Travel_Rarely      1277                  Sales
## 664 664  35        No     Travel_Rarely       802 Research & Development
## 665 665  34        No        Non-Travel      1065                  Sales
## 666 666  29        No Travel_Frequently       461 Research & Development
## 667 667  29        No Travel_Frequently      1413                  Sales
## 668 668  33       Yes     Travel_Rarely       587 Research & Development
## 669 669  32       Yes     Travel_Rarely      1089 Research & Development
## 670 670  54        No     Travel_Rarely       685 Research & Development
## 671 671  37        No     Travel_Rarely       397 Research & Development
## 672 672  33        No     Travel_Rarely       392                  Sales
## 673 673  28        No Travel_Frequently       467                  Sales
## 674 674  35       Yes Travel_Frequently       130 Research & Development
## 675 675  27        No     Travel_Rarely       486 Research & Development
## 676 676  46        No     Travel_Rarely       168                  Sales
## 677 677  36        No     Travel_Rarely       676 Research & Development
## 678 678  40        No Travel_Frequently       692 Research & Development
## 679 679  36        No Travel_Frequently       688 Research & Development
## 680 680  31        No     Travel_Rarely       154                  Sales
## 681 681  25        No     Travel_Rarely       583                  Sales
## 682 682  43        No Travel_Frequently       313 Research & Development
## 683 683  36        No     Travel_Rarely      1351 Research & Development
## 684 684  57        No     Travel_Rarely       334 Research & Development
## 685 685  28        No     Travel_Rarely       440 Research & Development
## 686 686  31        No     Travel_Rarely      1274 Research & Development
## 687 687  29       Yes Travel_Frequently       337 Research & Development
## 688 688  33        No     Travel_Rarely       147 Research & Development
## 689 689  19       Yes     Travel_Rarely       303 Research & Development
## 690 690  38        No        Non-Travel      1336        Human Resources
## 691 691  38        No Travel_Frequently       888        Human Resources
## 692 692  47       Yes        Non-Travel       666 Research & Development
## 693 693  42        No     Travel_Rarely      1332 Research & Development
## 694 694  30       Yes Travel_Frequently       464 Research & Development
## 695 695  37        No Travel_Frequently      1278                  Sales
## 696 696  47        No     Travel_Rarely      1454                  Sales
## 697 697  48        No Travel_Frequently       365 Research & Development
## 698 698  36        No     Travel_Rarely      1396 Research & Development
## 699 699  18       Yes Travel_Frequently       544                  Sales
## 700 700  46        No     Travel_Rarely      1450 Research & Development
## 701 701  29        No     Travel_Rarely       352        Human Resources
## 702 702  34        No     Travel_Rarely      1400                  Sales
## 703 703  35        No        Non-Travel      1212                  Sales
## 704 704  26       Yes     Travel_Rarely       920        Human Resources
## 705 705  59        No     Travel_Rarely       818        Human Resources
## 706 706  41        No        Non-Travel       267                  Sales
## 707 707  54        No     Travel_Rarely       431 Research & Development
## 708 708  31        No     Travel_Rarely      1398        Human Resources
## 709 709  38        No     Travel_Rarely      1153 Research & Development
## 710 710  50        No        Non-Travel       881 Research & Development
## 711 711  30        No     Travel_Rarely       634 Research & Development
## 712 712  57        No     Travel_Rarely       210                  Sales
## 713 713  48        No     Travel_Rarely       969 Research & Development
## 714 714  36        No Travel_Frequently       541                  Sales
## 715 715  36        No        Non-Travel      1434                  Sales
## 716 716  24       Yes     Travel_Rarely       240        Human Resources
## 717 717  30        No     Travel_Rarely       852                  Sales
## 718 718  28        No     Travel_Rarely       857 Research & Development
## 719 719  35       Yes Travel_Frequently       880                  Sales
## 720 720  28        No     Travel_Rarely       950 Research & Development
## 721 721  37        No     Travel_Rarely       482 Research & Development
## 722 722  37        No     Travel_Rarely       671 Research & Development
## 723 723  34        No Travel_Frequently       560 Research & Development
## 724 724  36        No     Travel_Rarely       796 Research & Development
## 725 725  42        No     Travel_Rarely      1142 Research & Development
## 726 726  25        No     Travel_Rarely       685 Research & Development
## 727 727  37        No Travel_Frequently      1231                  Sales
## 728 728  34        No Travel_Frequently       878 Research & Development
## 729 729  26       Yes     Travel_Rarely       471 Research & Development
## 730 730  22        No     Travel_Rarely       594 Research & Development
## 731 731  43        No     Travel_Rarely       177 Research & Development
## 732 732  39       Yes     Travel_Rarely      1162                  Sales
## 733 733  27       Yes Travel_Frequently      1337        Human Resources
## 734 734  32       Yes        Non-Travel      1474                  Sales
## 735 735  34        No     Travel_Rarely       479 Research & Development
## 736 736  27        No     Travel_Rarely       511                  Sales
## 737 737  39        No     Travel_Rarely       722                  Sales
## 738 738  59        No     Travel_Rarely       326                  Sales
## 739 739  35        No     Travel_Rarely      1219                  Sales
## 740 740  35        No     Travel_Rarely       538 Research & Development
## 741 741  25        No     Travel_Rarely       959                  Sales
## 742 742  31        No     Travel_Rarely       688                  Sales
## 743 743  37        No     Travel_Rarely       674 Research & Development
## 744 744  23        No     Travel_Rarely       160 Research & Development
## 745 745  25        No     Travel_Rarely      1382                  Sales
## 746 746  24        No     Travel_Rarely       350 Research & Development
## 747 747  29       Yes     Travel_Rarely       350        Human Resources
## 748 748  34        No Travel_Frequently       669 Research & Development
## 749 749  24        No     Travel_Rarely       506 Research & Development
## 750 750  33        No     Travel_Rarely       134 Research & Development
## 751 751  20       Yes Travel_Frequently       769                  Sales
## 752 752  31       Yes Travel_Frequently      1060                  Sales
## 753 753  50        No Travel_Frequently      1234 Research & Development
## 754 754  46       Yes     Travel_Rarely      1254                  Sales
## 755 755  54        No     Travel_Rarely      1217 Research & Development
## 756 756  44        No        Non-Travel       381 Research & Development
## 757 757  35        No     Travel_Rarely      1137 Research & Development
## 758 758  49        No     Travel_Rarely      1495 Research & Development
## 759 759  38        No     Travel_Rarely      1495 Research & Development
## 760 760  45       Yes     Travel_Rarely      1449                  Sales
## 761 761  29       Yes     Travel_Rarely       906 Research & Development
## 762 762  47        No     Travel_Rarely       202 Research & Development
## 763 763  41        No        Non-Travel       256                  Sales
## 764 764  50        No        Non-Travel       145                  Sales
## 765 765  34        No     Travel_Rarely       829        Human Resources
## 766 766  45        No     Travel_Rarely      1015 Research & Development
## 767 767  41        No     Travel_Rarely       509 Research & Development
## 768 768  40        No        Non-Travel      1094                  Sales
## 769 769  46        No     Travel_Rarely       150 Research & Development
## 770 770  45        No        Non-Travel      1050                  Sales
## 771 771  33        No Travel_Frequently       508                  Sales
## 772 772  46        No     Travel_Rarely       526                  Sales
## 773 773  39        No Travel_Frequently       505 Research & Development
## 774 774  36       Yes     Travel_Rarely       318 Research & Development
## 775 775  42        No Travel_Frequently       288 Research & Development
## 776 776  23        No     Travel_Rarely       310 Research & Development
## 777 777  30        No     Travel_Rarely       330        Human Resources
## 778 778  32        No        Non-Travel       862                  Sales
## 779 779  26        No        Non-Travel       786 Research & Development
## 780 780  29       Yes     Travel_Rarely      1092 Research & Development
## 781 781  41       Yes     Travel_Rarely      1356                  Sales
## 782 782  39        No     Travel_Rarely       408 Research & Development
## 783 783  33        No     Travel_Rarely      1075        Human Resources
## 784 784  33        No Travel_Frequently      1146                  Sales
## 785 785  47        No        Non-Travel       543                  Sales
## 786 786  31        No     Travel_Rarely       182 Research & Development
## 787 787  51        No     Travel_Rarely       942 Research & Development
## 788 788  52       Yes     Travel_Rarely       723 Research & Development
## 789 789  55        No     Travel_Rarely       478 Research & Development
## 790 790  25        No     Travel_Rarely       266 Research & Development
## 791 791  49        No     Travel_Rarely       271 Research & Development
## 792 792  34        No     Travel_Rarely       629 Research & Development
## 793 793  38        No     Travel_Rarely       397 Research & Development
## 794 794  36        No     Travel_Rarely      1223 Research & Development
## 795 795  49        No        Non-Travel      1002 Research & Development
## 796 796  33       Yes Travel_Frequently      1076 Research & Development
## 797 797  45        No     Travel_Rarely      1385 Research & Development
## 798 798  22       Yes     Travel_Rarely      1294 Research & Development
## 799 799  19       Yes        Non-Travel       504 Research & Development
## 800 800  36        No     Travel_Rarely      1040 Research & Development
## 801 801  33        No Travel_Frequently      1141                  Sales
## 802 802  31        No     Travel_Rarely       828                  Sales
## 803 803  39        No     Travel_Rarely       117 Research & Development
## 804 804  35       Yes     Travel_Rarely      1204                  Sales
## 805 805  44        No        Non-Travel       489 Research & Development
## 806 806  36        No     Travel_Rarely      1383 Research & Development
## 807 807  25        No     Travel_Rarely      1372                  Sales
## 808 808  22        No     Travel_Rarely      1256 Research & Development
## 809 809  30        No     Travel_Rarely       793 Research & Development
## 810 810  27        No     Travel_Rarely      1157 Research & Development
## 811 811  30        No        Non-Travel       111 Research & Development
## 812 812  25        No     Travel_Rarely       949 Research & Development
## 813 813  24        No     Travel_Rarely      1371                  Sales
## 814 814  47        No     Travel_Rarely      1176        Human Resources
## 815 815  38        No     Travel_Rarely       395                  Sales
## 816 816  33        No     Travel_Rarely       117 Research & Development
## 817 817  30        No     Travel_Rarely       946 Research & Development
## 818 818  33        No     Travel_Rarely       213 Research & Development
## 819 819  30        No     Travel_Rarely      1427 Research & Development
## 820 820  28       Yes     Travel_Rarely      1475                  Sales
## 821 821  32        No     Travel_Rarely       634 Research & Development
## 822 822  29        No     Travel_Rarely      1247                  Sales
## 823 823  34        No     Travel_Rarely       704                  Sales
## 824 824  31       Yes Travel_Frequently       874 Research & Development
## 825 825  36        No     Travel_Rarely       559 Research & Development
## 826 826  46        No     Travel_Rarely       430 Research & Development
## 827 827  31       Yes     Travel_Rarely      1079                  Sales
## 828 828  34        No     Travel_Rarely       131                  Sales
## 829 829  38        No Travel_Frequently       594 Research & Development
## 830 830  50        No Travel_Frequently      1246        Human Resources
## 831 831  45        No        Non-Travel       248 Research & Development
## 832 832  19       Yes     Travel_Rarely       528                  Sales
## 833 833  28        No     Travel_Rarely      1179 Research & Development
## 834 834  19        No     Travel_Rarely       645 Research & Development
## 835 835  55        No        Non-Travel       177 Research & Development
## 836 836  37        No        Non-Travel       142                  Sales
## 837 837  37        No     Travel_Rarely      1439 Research & Development
## 838 838  34        No     Travel_Rarely       258                  Sales
## 839 839  47        No     Travel_Rarely      1001 Research & Development
## 840 840  48        No     Travel_Rarely      1224 Research & Development
## 841 841  18       Yes     Travel_Rarely       230 Research & Development
## 842 842  29        No     Travel_Rarely       332        Human Resources
## 843 843  52        No Travel_Frequently       890 Research & Development
## 844 844  34        No     Travel_Rarely       943 Research & Development
## 845 845  34        No     Travel_Rarely       511                  Sales
## 846 846  28        No     Travel_Rarely      1300 Research & Development
## 847 847  19        No     Travel_Rarely      1181 Research & Development
## 848 848  39        No     Travel_Rarely      1132 Research & Development
## 849 849  40       Yes     Travel_Rarely       575                  Sales
## 850 850  26        No Travel_Frequently      1096 Research & Development
## 851 851  31       Yes     Travel_Rarely       542                  Sales
## 852 852  30        No     Travel_Rarely       125 Research & Development
## 853 853  29        No     Travel_Rarely       153 Research & Development
## 854 854  28        No     Travel_Rarely      1476 Research & Development
## 855 855  35        No     Travel_Rarely       219 Research & Development
## 856 856  35        No     Travel_Rarely       660                  Sales
## 857 857  30       Yes     Travel_Rarely      1005 Research & Development
## 858 858  31        No Travel_Frequently       798 Research & Development
## 859 859  41        No     Travel_Rarely       933 Research & Development
## 860 860  44       Yes     Travel_Rarely       621 Research & Development
## 861 861  51        No Travel_Frequently       968 Research & Development
## 862 862  43        No     Travel_Rarely       531                  Sales
## 863 863  34       Yes        Non-Travel      1362                  Sales
## 864 864  47        No Travel_Frequently       217                  Sales
## 865 865  45        No     Travel_Rarely      1448 Research & Development
## 866 866  48        No     Travel_Rarely       855 Research & Development
## 867 867  32        No        Non-Travel       976                  Sales
## 868 868  47        No     Travel_Rarely       571                  Sales
## 869 869  45        No     Travel_Rarely      1457 Research & Development
## 870 870  35        No Travel_Frequently       138 Research & Development
##     DistanceFromHome Education   EducationField EmployeeCount EmployeeNumber
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## 2                 14         3          Medical             1           1128
## 3                 18         2    Life Sciences             1           1412
## 4                  1         4        Marketing             1           2016
## 5                  2         1 Technical Degree             1           1646
## 6                 10         2    Life Sciences             1            733
## 7                  5         5          Medical             1           1448
## 8                 10         4    Life Sciences             1           1105
## 9                 10         4    Life Sciences             1           1055
## 10                10         4 Technical Degree             1           1597
## 11                 6         3          Medical             1           1866
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## 13                 7         3            Other             1            845
## 14                 2         1 Technical Degree             1            508
## 15                 1         2    Life Sciences             1           1314
## 16                20         2        Marketing             1            947
## 17                 3         4          Medical             1            966
## 18                 7         4          Medical             1            487
## 19                 2         4          Medical             1           1755
## 20                 1         4    Life Sciences             1           1903
## 21                 9         2          Medical             1            699
## 22                 2         1        Marketing             1            712
## 23                 9         5          Medical             1            663
## 24                 2         4            Other             1           1613
## 25                 1         3    Life Sciences             1            969
## 26                 5         3        Marketing             1           1267
## 27                14         3    Life Sciences             1           1582
## 28                 9         4        Marketing             1           1157
## 29                24         4    Life Sciences             1           1968
## 30                19         4          Medical             1            791
## 31                 9         2          Medical             1            195
## 32                21         3          Medical             1           1698
## 33                 2         3 Technical Degree             1            363
## 34                 1         4          Medical             1           1172
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## 47                 1         2    Life Sciences             1           1734
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## 56                 9         4    Life Sciences             1           1772
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## 58                 3         1          Medical             1           1586
## 59                 1         4          Medical             1            380
## 60                24         1    Life Sciences             1           1273
## 61                 3         1    Life Sciences             1            967
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## 65                17         2    Life Sciences             1           1219
## 66                 5         2    Life Sciences             1             21
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## 68                12         2            Other             1           1982
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## 70                 1         3    Life Sciences             1            391
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## 74                12         4    Life Sciences             1           1158
## 75                 5         3    Life Sciences             1           1319
## 76                 1         2          Medical             1             57
## 77                 1         3 Technical Degree             1           1535
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## 79                 6         3          Medical             1            302
## 80                 2         1          Medical             1           1974
## 81                11         2          Medical             1           1033
## 82                27         4    Life Sciences             1           1728
## 83                 6         4    Life Sciences             1           1997
## 84                 6         3          Medical             1            474
## 85                 2         4    Life Sciences             1           1294
## 86                 2         3    Life Sciences             1           1032
## 87                14         4        Marketing             1            728
## 88                14         4            Other             1           1010
## 89                 8         3    Life Sciences             1             56
## 90                 2         4        Marketing             1             38
## 91                 2         2    Life Sciences             1            556
## 92                23         1    Life Sciences             1           1165
## 93                 2         2            Other             1              4
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## 96                 1         1    Life Sciences             1            387
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## 98                 2         2    Life Sciences             1            139
## 99                 2         1    Life Sciences             1           1513
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## 101               11         1    Life Sciences             1           1434
## 102                8         2    Life Sciences             1           1453
## 103                4         4        Marketing             1            523
## 104                4         3          Medical             1            705
## 105                2         3          Medical             1           1472
## 106                3         4          Medical             1           1177
## 107                1         1 Technical Degree             1            208
## 108               26         4  Human Resources             1           1973
## 109               21         2          Medical             1           1821
## 110                2         3 Technical Degree             1           2038
## 111                6         3    Life Sciences             1           1154
## 112                1         2    Life Sciences             1            976
## 113                7         4    Life Sciences             1           1118
## 114                2         4    Life Sciences             1            771
## 115               17         4    Life Sciences             1           1218
## 116               19         2          Medical             1            904
## 117               10         4    Life Sciences             1           1240
## 118               13         2            Other             1           2053
## 119               14         3    Life Sciences             1            227
## 120                2         4 Technical Degree             1           1383
## 121                8         3    Life Sciences             1            742
## 122                5         1          Medical             1           2021
## 123                9         3        Marketing             1            864
## 124                7         4        Marketing             1            709
## 125                2         2    Life Sciences             1            388
## 126                7         4    Life Sciences             1           1962
## 127               16         1    Life Sciences             1             33
## 128               25         2    Life Sciences             1           1888
## 129                6         3          Medical             1           1402
## 130                3         3 Technical Degree             1           1863
## 131                5         3          Medical             1           1669
## 132               11         4        Marketing             1           1757
## 133               28         4 Technical Degree             1            551
## 134               12         3          Medical             1           1654
## 135               10         4    Life Sciences             1            448
## 136                2         2          Medical             1            807
## 137                1         2    Life Sciences             1            816
## 138               17         3 Technical Degree             1           1013
## 139                6         3          Medical             1            932
## 140                3         3    Life Sciences             1            152
## 141               23         3    Life Sciences             1           1373
## 142               23         4    Life Sciences             1           1308
## 143                7         2          Medical             1           1007
## 144                6         4          Medical             1            378
## 145                2         1          Medical             1           1375
## 146                2         3    Life Sciences             1            469
## 147               14         3          Medical             1            252
## 148                8         4    Life Sciences             1           1560
## 149               24         3          Medical             1           1173
## 150               27         3          Medical             1           1622
## 151               13         4          Medical             1            650
## 152               10         3        Marketing             1            722
## 153                7         3    Life Sciences             1            420
## 154                5         3    Life Sciences             1           1814
## 155               10         3    Life Sciences             1            934
## 156               25         2 Technical Degree             1            475
## 157                2         2        Marketing             1           1986
## 158                2         3    Life Sciences             1           1127
## 159               27         3    Life Sciences             1           1126
## 160               26         5          Medical             1           1242
## 161                1         1    Life Sciences             1            104
## 162               24         2 Technical Degree             1           1082
## 163                8         4        Marketing             1            677
## 164               17         2    Life Sciences             1            347
## 165               16         3        Marketing             1            406
## 166                2         3          Medical             1            922
## 167               22         4            Other             1           1655
## 168                1         5          Medical             1            612
## 169                6         2 Technical Degree             1            630
## 170               28         4    Life Sciences             1           1120
## 171               27         5        Marketing             1            747
## 172               14         4 Technical Degree             1           1934
## 173               18         1          Medical             1            624
## 174               10         5        Marketing             1           1268
## 175                2         2          Medical             1            981
## 176                1         1 Technical Degree             1           1131
## 177                2         3          Medical             1            787
## 178                2         3    Life Sciences             1           1053
## 179                8         3        Marketing             1            207
## 180                1         4    Life Sciences             1            230
## 181                2         3    Life Sciences             1           1182
## 182                2         2    Life Sciences             1           1355
## 183               28         3          Medical             1            171
## 184                6         3    Life Sciences             1           1525
## 185                8         1    Life Sciences             1            602
## 186                9         3          Medical             1            377
## 187                2         1    Life Sciences             1           1653
## 188                2         4    Life Sciences             1           1676
## 189                4         1    Life Sciences             1            385
## 190                4         3          Medical             1            129
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##                       JobRole JobSatisfaction MaritalStatus MonthlyIncome
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## 2           Research Director               3        Single         19626
## 3      Manufacturing Director               4        Single          9362
## 4             Sales Executive               4       Married         10422
## 5          Research Scientist               4        Single          3760
## 6      Manufacturing Director               1      Divorced          8793
## 7          Research Scientist               3       Married          2127
## 8             Sales Executive               4      Divorced          6694
## 9        Sales Representative               3       Married          2220
## 10  Healthcare Representative               3       Married          5063
## 11                    Manager               3       Married         19392
## 12            Human Resources               4      Divorced          2706
## 13     Manufacturing Director               3        Single         10221
## 14       Sales Representative               2       Married          2476
## 15            Human Resources               1        Single          3423
## 16            Sales Executive               3       Married          6932
## 17     Manufacturing Director               1       Married          6725
## 18     Manufacturing Director               3       Married          5258
## 19         Research Scientist               4       Married          2932
## 20  Healthcare Representative               1       Married          5033
## 21     Manufacturing Director               2      Divorced          8847
## 22            Sales Executive               2       Married          8120
## 23      Laboratory Technician               3      Divorced          5679
## 24            Sales Executive               1        Single          5332
## 25  Healthcare Representative               4        Single          6949
## 26                    Manager               2       Married         18213
## 27            Sales Executive               2       Married          9924
## 28            Sales Executive               1        Single          8224
## 29            Sales Executive               1        Single         10448
## 30         Research Scientist               4       Married          4258
## 31            Sales Executive               4      Divorced          4668
## 32      Laboratory Technician               2       Married          2028
## 33                    Manager               2       Married         16872
## 34      Laboratory Technician               3       Married          2258
## 35     Manufacturing Director               4        Single          9679
## 36      Laboratory Technician               2       Married          2794
## 37            Sales Executive               1       Married         10306
## 38            Sales Executive               1      Divorced          6134
## 39                    Manager               2        Single         19717
## 40       Sales Representative               4       Married          2791
## 41                    Manager               2      Divorced         16291
## 42       Sales Representative               3        Single          6632
## 43      Laboratory Technician               1      Divorced          2587
## 44                    Manager               4        Single         19613
## 45         Research Scientist               3       Married          1223
## 46      Laboratory Technician               4        Single          3673
## 47            Sales Executive               2        Single          6735
## 48            Sales Executive               3      Divorced          8740
## 49       Sales Representative               2        Single          1878
## 50         Research Scientist               2      Divorced          2024
## 51         Research Scientist               1        Single          2619
## 52          Research Director               1       Married         19701
## 53         Research Scientist               4       Married          2011
## 54      Laboratory Technician               2       Married          4447
## 55     Manufacturing Director               4        Single          4424
## 56      Laboratory Technician               1      Divorced          2289
## 57         Research Scientist               3      Divorced          2759
## 58      Laboratory Technician               1        Single          4723
## 59          Research Director               4      Divorced         13603
## 60       Sales Representative               4        Single          1118
## 61            Sales Executive               4       Married         10325
## 62  Healthcare Representative               3       Married          7094
## 63       Sales Representative               3       Married          3067
## 64         Research Scientist               3        Single          1514
## 65      Laboratory Technician               2       Married          2210
## 66         Research Scientist               2      Divorced          3298
## 67         Research Scientist               4        Single          6646
## 68      Laboratory Technician               4        Single          2647
## 69         Research Scientist               1       Married          2194
## 70         Research Scientist               4        Single          2115
## 71         Research Scientist               4       Married          2782
## 72            Sales Executive               1        Single          8463
## 73     Manufacturing Director               3       Married          5916
## 74      Laboratory Technician               4       Married          4766
## 75            Sales Executive               2        Single          8446
## 76      Laboratory Technician               4        Single          4011
## 77            Sales Executive               3       Married          7083
## 78                    Manager               1        Single         17567
## 79            Sales Executive               4        Single          8865
## 80      Laboratory Technician               4      Divorced          1129
## 81  Healthcare Representative               2       Married          4777
## 82     Manufacturing Director               3       Married          6883
## 83     Manufacturing Director               3       Married          5321
## 84         Research Scientist               1      Divorced          5974
## 85     Manufacturing Director               2        Single          5410
## 86     Manufacturing Director               4        Single         13726
## 87            Sales Executive               1        Single          4960
## 88      Laboratory Technician               2      Divorced          3743
## 89            Sales Executive               3        Single          8726
## 90                    Manager               1        Single         18947
## 91      Laboratory Technician               4       Married          1702
## 92            Sales Executive               1       Married          7336
## 93      Laboratory Technician               3        Single          2090
## 94  Healthcare Representative               3        Single          6142
## 95                    Manager               2        Single         19926
## 96            Sales Executive               3       Married          4907
## 97                    Manager               2       Married         16606
## 98  Healthcare Representative               4      Divorced          5163
## 99      Laboratory Technician               2       Married          3180
## 100     Laboratory Technician               2       Married          3294
## 101     Laboratory Technician               1       Married          2099
## 102           Sales Executive               4      Divorced         10793
## 103           Sales Executive               3       Married          6538
## 104        Research Scientist               1       Married          2819
## 105         Research Director               2        Single         16598
## 106     Laboratory Technician               4       Married          4420
## 107    Manufacturing Director               3       Married          4319
## 108                   Manager               2       Married         19636
## 109 Healthcare Representative               2       Married          8926
## 110        Research Scientist               1        Single          2439
## 111        Research Scientist               3      Divorced          2703
## 112                   Manager               4       Married         17099
## 113 Healthcare Representative               2        Single         10445
## 114 Healthcare Representative               1      Divorced          5093
## 115           Sales Executive               1       Married          8966
## 116           Sales Executive               2        Single          7642
## 117           Sales Executive               4        Single          4950
## 118     Laboratory Technician               2       Married          4025
## 119        Research Scientist               3      Divorced          2451
## 120 Healthcare Representative               4        Single          6687
## 121         Research Director               1       Married         11713
## 122      Sales Representative               1        Single          2380
## 123           Sales Executive               1      Divorced         10761
## 124           Sales Executive               4        Single          4028
## 125           Sales Executive               4        Single          4554
## 126           Sales Executive               4       Married          5204
## 127        Research Scientist               1        Single          3919
## 128    Manufacturing Director               4       Married          5906
## 129        Research Scientist               3        Single          4081
## 130           Sales Executive               1      Divorced         13225
## 131           Sales Executive               2      Divorced          4187
## 132           Sales Executive               4        Single          4507
## 133 Healthcare Representative               4       Married          4523
## 134    Manufacturing Director               2       Married          5295
## 135     Laboratory Technician               3      Divorced          5257
## 136 Healthcare Representative               2       Married          4244
## 137     Laboratory Technician               1       Married          2319
## 138    Manufacturing Director               3       Married         10739
## 139     Laboratory Technician               1       Married          2404
## 140           Sales Executive               4        Single          7428
## 141    Manufacturing Director               2       Married         13402
## 142        Research Scientist               3      Divorced          2372
## 143    Manufacturing Director               3      Divorced         10845
## 144           Sales Executive               4       Married          6502
## 145 Healthcare Representative               3      Divorced          6377
## 146           Sales Executive               3       Married          4649
## 147        Research Scientist               2       Married          2756
## 148           Sales Executive               1       Married          6392
## 149     Laboratory Technician               2        Single          3597
## 150    Manufacturing Director               1      Divorced          4877
## 151           Sales Executive               1      Divorced          4233
## 152           Sales Executive               4        Single          5396
## 153           Sales Executive               3       Married          5484
## 154 Healthcare Representative               2        Single          6870
## 155     Laboratory Technician               2      Divorced          2008
## 156           Sales Executive               3       Married          4736
## 157           Sales Executive               2       Married          5677
## 158 Healthcare Representative               4      Divorced         12169
## 159    Manufacturing Director               1       Married         10820
## 160         Research Director               1       Married         13191
## 161     Laboratory Technician               4       Married          5126
## 162 Healthcare Representative               1        Single          8722
## 163           Sales Executive               3      Divorced          7104
## 164        Research Scientist               1        Single          6545
## 165           Sales Executive               2       Married          8020
## 166      Sales Representative               3        Single          2044
## 167         Research Director               2       Married         16413
## 168         Research Director               3      Divorced         16184
## 169        Research Scientist               1      Divorced          5577
## 170        Research Scientist               4      Divorced          2514
## 171           Sales Executive               4      Divorced          5304
## 172        Research Scientist               2       Married          5467
## 173 Healthcare Representative               3       Married         10527
## 174           Sales Executive               3      Divorced          8380
## 175                   Manager               3      Divorced         14852
## 176        Research Scientist               2        Single          2070
## 177                   Manager               1       Married         19859
## 178        Research Scientist               1       Married          2042
## 179           Sales Executive               4        Single          8998
## 180           Sales Executive               4        Single          8686
## 181    Manufacturing Director               2      Divorced         10274
## 182           Sales Executive               1      Divorced          6893
## 183        Research Scientist               3        Single          4739
## 184    Manufacturing Director               2        Single          8376
## 185     Laboratory Technician               3       Married          3755
## 186        Research Scientist               4       Married          2070
## 187    Manufacturing Director               3      Divorced          5206
## 188                   Manager               2      Divorced         15972
## 189         Research Director               2      Divorced         19144
## 190           Sales Executive               3       Married          4221
## 191        Research Scientist               4       Married          5775
## 192           Sales Executive               1       Married          9637
## 193    Manufacturing Director               3      Divorced          4810
## 194           Sales Executive               4       Married          4051
## 195        Research Scientist               4        Single          3904
## 196        Research Scientist               4       Married          2723
## 197     Laboratory Technician               4       Married          2075
## 198           Sales Executive               2       Married         13120
## 199 Healthcare Representative               4       Married         10248
## 200     Laboratory Technician               2       Married          2127
## 201           Sales Executive               2        Single         13194
## 202        Research Scientist               2       Married          6220
## 203    Manufacturing Director               3       Married          6162
## 204        Research Scientist               2        Single          2216
## 205      Sales Representative               2       Married          3931
## 206        Research Scientist               1       Married          2559
## 207           Sales Executive               3        Single          5346
## 208 Healthcare Representative               1       Married          6673
## 209        Research Scientist               1      Divorced          3204
## 210           Sales Executive               3      Divorced          8189
## 211    Manufacturing Director               2       Married         13570
## 212                   Manager               3       Married         18303
## 213        Research Scientist               4        Single          4680
## 214    Manufacturing Director               4       Married          6062
## 215        Research Scientist               4        Single          2045
## 216        Research Scientist               3      Divorced          2345
## 217 Healthcare Representative               3       Married          9824
## 218                   Manager               4      Divorced         17174
## 219        Research Scientist               3        Single          2632
## 220        Research Scientist               4        Single          2875
## 221           Sales Executive               4        Single          6274
## 222           Sales Executive               1       Married          4286
## 223           Sales Executive               4      Divorced          5368
## 224        Research Scientist               3      Divorced          1563
## 225        Research Scientist               4      Divorced          4771
## 226     Laboratory Technician               2       Married          3748
## 227     Laboratory Technician               4      Divorced          1951
## 228        Research Scientist               2      Divorced          2328
## 229           Sales Executive               3       Married          4999
## 230 Healthcare Representative               3       Married         13966
## 231    Manufacturing Director               4      Divorced          5770
## 232      Sales Representative               4       Married          2014
## 233           Sales Executive               3       Married         12936
## 234           Sales Executive               1       Married          5940
## 235                   Manager               4       Married         16959
## 236           Sales Executive               3       Married         10609
## 237                   Manager               3       Married         18880
## 238        Research Scientist               4       Married          6322
## 239           Human Resources               2       Married          2187
## 240         Research Director               1      Divorced         13269
## 241    Manufacturing Director               1       Married          7406
## 242                   Manager               2        Single         18061
## 243        Research Scientist               2       Married          2703
## 244      Sales Representative               1       Married          4400
## 245    Manufacturing Director               4       Married          5056
## 246     Laboratory Technician               4      Divorced          2532
## 247    Manufacturing Director               4        Single          7143
## 248      Sales Representative               2       Married          2269
## 249        Research Scientist               4      Divorced          5467
## 250                   Manager               1       Married         16595
## 251     Laboratory Technician               3      Divorced          2008
## 252           Sales Executive               4      Divorced          5079
## 253        Research Scientist               3        Single          2274
## 254           Human Resources               1       Married          2956
## 255         Research Director               2      Divorced         13757
## 256        Research Scientist               3        Single          2438
## 257      Sales Representative               2      Divorced          2789
## 258           Sales Executive               1      Divorced          4779
## 259           Sales Executive               4       Married          9713
## 260     Laboratory Technician               3      Divorced          3977
## 261      Sales Representative               4        Single          2785
## 262        Research Scientist               1        Single          2362
## 263     Laboratory Technician               4       Married          2436
## 264      Sales Representative               4       Married          2157
## 265     Laboratory Technician               3       Married          2774
## 266     Laboratory Technician               2       Married          2426
## 267         Research Director               1      Divorced         17007
## 268     Laboratory Technician               2        Single          1393
## 269 Healthcare Representative               3      Divorced          5968
## 270    Manufacturing Director               1       Married          9957
## 271           Sales Executive               3       Married          5154
## 272        Research Scientist               2      Divorced          5433
## 273      Sales Representative               3       Married          3540
## 274           Sales Executive               1       Married          5647
## 275         Research Director               2        Single         18722
## 276                   Manager               1      Divorced         19943
## 277        Research Scientist               2       Married          2244
## 278     Laboratory Technician               4        Single          2455
## 279           Sales Executive               3        Single          5744
## 280 Healthcare Representative               3       Married          4035
## 281           Sales Executive               4       Married          7847
## 282     Laboratory Technician               1        Single          4721
## 283 Healthcare Representative               4      Divorced          6513
## 284           Sales Executive               4      Divorced          7547
## 285           Human Resources               3       Married          2844
## 286     Laboratory Technician               3       Married          5207
## 287        Research Scientist               2        Single          2472
## 288     Laboratory Technician               4      Divorced          2661
## 289           Sales Executive               4       Married          9738
## 290      Sales Representative               4       Married          2572
## 291     Laboratory Technician               4      Divorced          2270
## 292     Laboratory Technician               2       Married          5674
## 293        Research Scientist               2        Single          2279
## 294         Research Director               2       Married         11957
## 295                   Manager               4        Single         16437
## 296     Laboratory Technician               3       Married          2660
## 297    Manufacturing Director               3       Married          9547
## 298     Laboratory Technician               3        Single          6074
## 299        Research Scientist               1        Single          2321
## 300        Research Scientist               4       Married          3464
## 301           Sales Executive               2       Married          6524
## 302           Sales Executive               1       Married          9069
## 303        Research Scientist               2      Divorced          3537
## 304        Research Scientist               3        Single          5098
## 305        Research Scientist               3        Single          2479
## 306     Laboratory Technician               4       Married          3162
## 307     Laboratory Technician               4       Married          2380
## 308        Research Scientist               4       Married          2979
## 309 Healthcare Representative               2       Married          6385
## 310           Sales Executive               2       Married          4851
## 311        Research Scientist               4       Married          5484
## 312    Manufacturing Director               3        Single         13237
## 313        Research Scientist               3        Single          4084
## 314    Manufacturing Director               3       Married          6132
## 315           Sales Executive               1        Single          5405
## 316           Sales Executive               4        Single          4163
## 317      Sales Representative               3       Married          2231
## 318 Healthcare Representative               3        Single          4617
## 319           Sales Executive               4       Married          6120
## 320        Research Scientist               4        Single          2994
## 321     Laboratory Technician               2       Married          2332
## 322        Research Scientist               4       Married          2691
## 323        Research Scientist               4      Divorced          3761
## 324        Research Scientist               1      Divorced          4615
## 325    Manufacturing Director               4       Married         12742
## 326        Research Scientist               3        Single          2318
## 327         Research Director               4      Divorced         19049
## 328        Research Scientist               1      Divorced          5410
## 329        Research Scientist               2      Divorced          2133
## 330                   Manager               1       Married         16799
## 331                   Manager               3        Single         15379
## 332           Sales Executive               4       Married         10400
## 333        Research Scientist               2      Divorced          2342
## 334    Manufacturing Director               1       Married          7412
## 335                   Manager               4       Married         18844
## 336        Research Scientist               3        Single          4508
## 337           Sales Executive               4      Divorced          4968
## 338 Healthcare Representative               4        Single          7756
## 339           Sales Executive               3        Single          4728
## 340     Laboratory Technician               1      Divorced          2341
## 341        Research Scientist               1       Married          3419
## 342     Laboratory Technician               4       Married          3867
## 343 Healthcare Representative               4      Divorced          7119
## 344        Research Scientist               3      Divorced          2083
## 345           Sales Executive               1      Divorced          4115
## 346           Sales Executive               1        Single         13341
## 347    Manufacturing Director               3        Single          4033
## 348    Manufacturing Director               2      Divorced          6397
## 349        Research Scientist               3        Single          2290
## 350 Healthcare Representative               4       Married         11103
## 351         Research Director               1       Married         13348
## 352           Sales Executive               4       Married          6929
## 353        Research Scientist               4       Married          4422
## 354 Healthcare Representative               4      Divorced          4069
## 355           Sales Executive               3      Divorced         10447
## 356           Sales Executive               1        Single          4759
## 357        Research Scientist               2       Married          2368
## 358        Research Scientist               2       Married          2546
## 359    Manufacturing Director               4       Married          6162
## 360     Laboratory Technician               4       Married          3210
## 361                   Manager               3       Married         19999
## 362      Sales Representative               1        Single          1091
## 363                   Manager               4       Married         19845
## 364         Research Director               3      Divorced         19436
## 365                   Manager               3       Married         19187
## 366           Sales Executive               1       Married         13212
## 367     Laboratory Technician               2      Divorced          4444
## 368           Sales Executive               1       Married          5473
## 369        Research Scientist               3       Married          2073
## 370        Research Scientist               4        Single          5055
## 371    Manufacturing Director               1       Married          4148
## 372           Sales Executive               1       Married          8412
## 373     Laboratory Technician               1      Divorced          5210
## 374        Research Scientist               2       Married          3936
## 375      Sales Representative               1        Single          2728
## 376         Research Director               4        Single         14411
## 377     Laboratory Technician               1        Single          2743
## 378           Sales Executive               4      Divorced          5087
## 379        Research Scientist               4       Married          2168
## 380        Research Scientist               3       Married          2132
## 381         Research Director               3       Married         18300
## 382           Human Resources               3       Married          2942
## 383           Sales Executive               1      Divorced          5486
## 384      Sales Representative               1      Divorced          2322
## 385        Research Scientist               3       Married          2461
## 386         Research Director               1       Married         13582
## 387           Sales Executive               3        Single          8789
## 388    Manufacturing Director               4      Divorced          4262
## 389      Sales Representative               4        Single          4502
## 390      Sales Representative               2        Single          2174
## 391           Sales Executive               1       Married          6500
## 392           Sales Executive               4       Married          4157
## 393        Research Scientist               1      Divorced          3065
## 394           Sales Executive               1       Married         10266
## 395        Research Scientist               4        Single          2515
## 396        Research Scientist               4      Divorced          2695
## 397         Research Director               3       Married         17861
## 398           Human Resources               3       Married          2742
## 399 Healthcare Representative               3      Divorced          6306
## 400    Manufacturing Director               3        Single         10209
## 401    Manufacturing Director               4        Single          6091
## 402    Manufacturing Director               3      Divorced          5265
## 403     Laboratory Technician               3        Single          2105
## 404 Healthcare Representative               1       Married          8008
## 405        Research Scientist               1        Single          2559
## 406         Research Director               4      Divorced         16627
## 407           Sales Executive               4       Married          5468
## 408     Laboratory Technician               3      Divorced          2741
## 409                   Manager               4       Married         15427
## 410         Research Director               1       Married         17159
## 411           Human Resources               1       Married          2342
## 412           Sales Executive               3        Single          9241
## 413        Research Scientist               2       Married          3022
## 414           Sales Executive               4        Single          4648
## 415      Sales Representative               3      Divorced          2351
## 416    Manufacturing Director               4      Divorced          5762
## 417     Laboratory Technician               4        Single          2564
## 418     Laboratory Technician               4       Married          3688
## 419    Manufacturing Director               4       Married          6474
## 420         Research Director               3       Married         11935
## 421    Manufacturing Director               2       Married          4325
## 422        Research Scientist               3       Married          4449
## 423           Sales Executive               3       Married          6172
## 424     Laboratory Technician               4        Single          1611
## 425           Sales Executive               1       Married          4724
## 426           Sales Executive               4      Divorced         10798
## 427        Research Scientist               3      Divorced          1274
## 428        Research Scientist               3        Single          3230
## 429     Laboratory Technician               3        Single          3730
## 430    Manufacturing Director               1       Married          5957
## 431           Sales Executive               3        Single          4478
## 432        Research Scientist               3      Divorced          3544
## 433     Laboratory Technician               1        Single          4284
## 434        Research Scientist               1      Divorced          2109
## 435           Sales Executive               2      Divorced          9705
## 436           Sales Executive               2       Married          6214
## 437        Research Scientist               3        Single          4382
## 438     Laboratory Technician               1        Single          2867
## 439      Sales Representative               3       Married          2683
## 440 Healthcare Representative               4        Single          7625
## 441        Research Scientist               3        Single          4998
## 442     Laboratory Technician               3       Married          2974
## 443     Laboratory Technician               3        Single          3485
## 444           Human Resources               4      Divorced          3195
## 445         Research Director               4      Divorced         19328
## 446        Research Scientist               4       Married          3420
## 447        Research Scientist               4       Married          4735
## 448 Healthcare Representative               1       Married          5538
## 449     Laboratory Technician               4        Single          2406
## 450           Sales Executive               1       Married          4385
## 451 Healthcare Representative               4       Married          4878
## 452        Research Scientist               2        Single          3420
## 453           Sales Executive               4        Single          5813
## 454           Sales Executive               3        Single          5487
## 455                   Manager               1       Married         15402
## 456                   Manager               2        Single         19833
## 457           Sales Executive               4       Married          5476
## 458           Sales Executive               4        Single          5441
## 459        Research Scientist               1       Married          2066
## 460     Laboratory Technician               4        Single          5810
## 461     Laboratory Technician               3       Married          2093
## 462     Laboratory Technician               2        Single          2013
## 463           Sales Executive               4        Single          9208
## 464    Manufacturing Director               4        Single          5238
## 465        Research Scientist               3       Married          2437
## 466        Research Scientist               4        Single          3944
## 467      Sales Representative               4        Single          2644
## 468     Laboratory Technician               4       Married          3038
## 469           Sales Executive               1        Single          4969
## 470    Manufacturing Director               1      Divorced          4450
## 471        Research Scientist               2       Married          2226
## 472        Research Scientist               4        Single          2439
## 473         Research Director               1       Married         13245
## 474        Research Scientist               4        Single          3452
## 475     Laboratory Technician               3      Divorced          2207
## 476           Sales Executive               4        Single          5772
## 477           Sales Executive               3      Divorced          6334
## 478           Sales Executive               3      Divorced          4306
## 479     Laboratory Technician               1       Married          2950
## 480         Research Director               4       Married         13744
## 481 Healthcare Representative               1       Married          5373
## 482        Research Scientist               4       Married          2356
## 483        Research Scientist               4       Married          5747
## 484        Research Scientist               1      Divorced          4257
## 485 Healthcare Representative               4       Married         10312
## 486           Sales Executive               4        Single          5993
## 487      Sales Representative               4        Single          1081
## 488        Research Scientist               3      Divorced          2911
## 489     Laboratory Technician               3        Single          5381
## 490 Healthcare Representative               3        Single          6142
## 491         Research Director               1        Single         18665
## 492         Research Director               1       Married         16880
## 493           Sales Executive               3        Single          5869
## 494 Healthcare Representative               2        Single          8606
## 495           Sales Executive               3       Married          5673
## 496                   Manager               3       Married         16307
## 497        Research Scientist               4       Married          2654
## 498        Research Scientist               4       Married          2326
## 499 Healthcare Representative               3       Married          5237
## 500           Sales Executive               3       Married          5736
## 501    Manufacturing Director               1       Married         10008
## 502     Laboratory Technician               3        Single          2028
## 503      Sales Representative               3       Married          2655
## 504    Manufacturing Director               1      Divorced          9980
## 505         Research Director               3       Married         17169
## 506        Research Scientist               2       Married          5878
## 507      Sales Representative               3        Single          2851
## 508           Sales Executive               2       Married         10596
## 509      Sales Representative               4      Divorced          2793
## 510         Research Director               3       Married         19545
## 511           Sales Executive               4       Married          5343
## 512 Healthcare Representative               3       Married         10920
## 513        Research Scientist               3       Married          3433
## 514         Research Director               4        Single         13458
## 515      Sales Representative               4        Single          2610
## 516    Manufacturing Director               2      Divorced          5482
## 517      Sales Representative               2       Married          2413
## 518     Laboratory Technician               2      Divorced          2766
## 519     Laboratory Technician               4       Married          4627
## 520     Laboratory Technician               4        Single          2587
## 521        Research Scientist               4        Single          2553
## 522     Laboratory Technician               2       Married          2408
## 523        Research Scientist               1      Divorced          9724
## 524         Research Director               3      Divorced         19502
## 525        Research Scientist               4       Married          2177
## 526           Sales Executive               2       Married          7525
## 527           Sales Executive               1      Divorced          5006
## 528 Healthcare Representative               1       Married          6833
## 529        Research Scientist               3        Single          2859
## 530        Research Scientist               2       Married          4963
## 531 Healthcare Representative               3       Married          8823
## 532           Sales Executive               3        Single          6815
## 533        Research Scientist               3       Married          2700
## 534 Healthcare Representative               4      Divorced          6667
## 535     Laboratory Technician               1       Married          2119
## 536        Research Scientist               4      Divorced          2089
## 537           Sales Executive               2        Single          7351
## 538           Human Resources               3      Divorced          2696
## 539      Sales Representative               2        Single          3202
## 540           Sales Executive               1        Single          5155
## 541     Laboratory Technician               3      Divorced          3491
## 542        Research Scientist               1       Married          3143
## 543        Research Scientist               3      Divorced          2566
## 544    Manufacturing Director               3       Married          6553
## 545        Research Scientist               1        Single          4381
## 546        Research Scientist               4       Married          2929
## 547     Laboratory Technician               2       Married          7403
## 548     Laboratory Technician               3        Single          5094
## 549         Research Director               2       Married         12061
## 550           Human Resources               2        Single          2177
## 551                   Manager               3       Married         19189
## 552           Human Resources               4      Divorced          4936
## 553           Human Resources               4        Single          3886
## 554        Research Scientist               3       Married          2259
## 555 Healthcare Representative               4       Married          4876
## 556           Sales Executive               3       Married          9602
## 557     Laboratory Technician               3        Single          3780
## 558        Research Scientist               4       Married          3622
## 559    Manufacturing Director               2       Married          4434
## 560           Sales Executive               3       Married          5296
## 561     Laboratory Technician               2        Single          2088
## 562         Research Director               3       Married         15787
## 563     Laboratory Technician               2       Married          2811
## 564         Research Director               3       Married         11031
## 565     Laboratory Technician               3       Married          3833
## 566        Research Scientist               4        Single          2436
## 567     Laboratory Technician               1        Single          2176
## 568           Sales Executive               1       Married          9714
## 569           Sales Executive               3        Single          6244
## 570    Manufacturing Director               3       Married         13973
## 571           Sales Executive               2       Married          4393
## 572        Research Scientist               4        Single          2693
## 573           Sales Executive               4       Married          6834
## 574           Sales Executive               3       Married          6799
## 575           Sales Executive               2       Married          6272
## 576    Manufacturing Director               3      Divorced          5993
## 577      Sales Representative               1        Single          2858
## 578     Laboratory Technician               3        Single          3162
## 579    Manufacturing Director               3        Single          5042
## 580 Healthcare Representative               4      Divorced          6623
## 581     Laboratory Technician               4       Married          3669
## 582         Research Director               4        Single         15992
## 583 Healthcare Representative               4       Married          5811
## 584           Sales Executive               2       Married          4779
## 585 Healthcare Representative               4       Married          6465
## 586     Laboratory Technician               4       Married          2741
## 587        Research Scientist               4      Divorced          5329
## 588      Sales Representative               1        Single          3407
## 589     Laboratory Technician               3        Single          3629
## 590     Laboratory Technician               1       Married          4014
## 591        Research Scientist               3       Married          2814
## 592           Sales Executive               2        Single          4599
## 593      Sales Representative               3       Married          2909
## 594     Laboratory Technician               1       Married          3211
## 595    Manufacturing Director               3       Married         10435
## 596           Sales Executive               1      Divorced          4037
## 597    Manufacturing Director               2       Married         10903
## 598     Laboratory Technician               3       Married          3448
## 599    Manufacturing Director               2       Married          6142
## 600        Research Scientist               4       Married          2293
## 601      Sales Representative               2       Married          2033
## 602        Research Scientist               1       Married          4087
## 603         Research Director               1       Married         11416
## 604     Laboratory Technician               4       Married          3131
## 605      Sales Representative               2        Single          2760
## 606         Research Director               3       Married         14814
## 607           Sales Executive               3        Single          5473
## 608           Sales Executive               1      Divorced          5605
## 609     Laboratory Technician               1        Single          3578
## 610      Sales Representative               4        Single          2342
## 611     Laboratory Technician               4       Married          5363
## 612 Healthcare Representative               3        Single          6811
## 613     Laboratory Technician               1       Married          2707
## 614      Sales Representative               2        Single          2121
## 615           Sales Executive               3      Divorced          7264
## 616     Laboratory Technician               4       Married          3986
## 617     Laboratory Technician               2       Married          3838
## 618           Sales Executive               1      Divorced          5454
## 619 Healthcare Representative               1       Married          9991
## 620     Laboratory Technician               3       Married          1281
## 621     Laboratory Technician               4        Single          2926
## 622    Manufacturing Director               3      Divorced          5067
## 623        Research Scientist               4        Single          3280
## 624           Human Resources               4        Single          8837
## 625     Laboratory Technician               1        Single          2561
## 626        Research Scientist               3      Divorced          2517
## 627           Sales Executive               3       Married          4162
## 628         Research Director               4      Divorced         11510
## 629    Manufacturing Director               2       Married         10976
## 630 Healthcare Representative               2        Single          8621
## 631        Research Scientist               4       Married          2662
## 632           Sales Executive               4        Single          9888
## 633           Sales Executive               4        Single          6861
## 634     Laboratory Technician               4      Divorced          2835
## 635 Healthcare Representative               1       Married          9985
## 636     Laboratory Technician               4       Married          2376
## 637                   Manager               1       Married         17665
## 638           Sales Executive               3      Divorced          8628
## 639        Research Scientist               4       Married          2725
## 640      Sales Representative               1      Divorced          3041
## 641     Laboratory Technician               3      Divorced          2693
## 642 Healthcare Representative               1      Divorced          4448
## 643                   Manager               1        Single         16756
## 644        Research Scientist               1       Married          2307
## 645        Research Scientist               1      Divorced          2107
## 646           Sales Executive               4       Married         10855
## 647     Laboratory Technician               3        Single          1904
## 648     Laboratory Technician               3       Married          2305
## 649           Sales Executive               1        Single          4312
## 650     Laboratory Technician               1        Single          2166
## 651     Laboratory Technician               1        Single          2450
## 652           Sales Executive               4      Divorced          5220
## 653         Research Director               3        Single         13499
## 654                   Manager               3       Married         12504
## 655     Laboratory Technician               3        Single          3894
## 656 Healthcare Representative               1       Married          4741
## 657         Research Director               2       Married         12490
## 658                   Manager               4      Divorced         16032
## 659    Manufacturing Director               2        Single          6032
## 660    Manufacturing Director               2        Single          6499
## 661     Laboratory Technician               4       Married          5309
## 662        Research Scientist               3      Divorced          2768
## 663           Sales Executive               4      Divorced         10368
## 664     Laboratory Technician               4      Divorced          3917
## 665           Sales Executive               3        Single          4568
## 666 Healthcare Representative               3        Single          6294
## 667           Sales Executive               4       Married          7918
## 668     Laboratory Technician               4      Divorced          3408
## 669     Laboratory Technician               3       Married          4883
## 670         Research Director               4       Married         17779
## 671         Research Director               3        Single         13664
## 672           Sales Executive               4      Divorced          5505
## 673           Sales Executive               1        Single          4898
## 674        Research Scientist               2      Divorced          2022
## 675        Research Scientist               3       Married          3517
## 676                   Manager               2       Married         18789
## 677    Manufacturing Director               2       Married          5228
## 678     Laboratory Technician               3       Married          6323
## 679    Manufacturing Director               2      Divorced          5131
## 680      Sales Representative               3       Married          2329
## 681           Sales Executive               1       Married          4256
## 682     Laboratory Technician               4       Married          2258
## 683 Healthcare Representative               3       Married          5347
## 684 Healthcare Representative               4      Divorced          9439
## 685        Research Scientist               4       Married          2713
## 686    Manufacturing Director               2      Divorced         10648
## 687 Healthcare Representative               4        Single          7553
## 688        Research Scientist               2       Married          2622
## 689     Laboratory Technician               4        Single          1102
## 690           Human Resources               2      Divorced          2592
## 691           Human Resources               3       Married          6077
## 692                   Manager               2       Married         11849
## 693 Healthcare Representative               4        Single          6781
## 694        Research Scientist               4        Single          2285
## 695           Sales Executive               4      Divorced          9525
## 696      Sales Representative               4        Single          3294
## 697                   Manager               4       Married         15202
## 698     Laboratory Technician               2        Single          5914
## 699      Sales Representative               4        Single          1569
## 700         Research Director               2       Married         19081
## 701           Human Resources               2       Married          2804
## 702           Sales Executive               3       Married          5714
## 703           Sales Executive               4       Married         10377
## 704           Human Resources               2       Married          2148
## 705           Human Resources               3       Married          2267
## 706           Sales Executive               4        Single          6230
## 707        Research Scientist               4       Married          6854
## 708           Human Resources               2        Single          2109
## 709     Laboratory Technician               3       Married          3702
## 710                   Manager               1      Divorced         17924
## 711                   Manager               1       Married         11916
## 712                   Manager               4      Divorced         14118
## 713     Laboratory Technician               2        Single          2559
## 714           Sales Executive               4       Married          9699
## 715           Sales Executive               1        Single          7587
## 716           Human Resources               3       Married          1555
## 717           Sales Executive               3       Married          6578
## 718        Research Scientist               3        Single          3660
## 719           Sales Executive               4        Single          4581
## 720    Manufacturing Director               2      Divorced          7655
## 721    Manufacturing Director               3       Married          9434
## 722    Manufacturing Director               3       Married          5768
## 723        Research Scientist               1      Divorced          2996
## 724    Manufacturing Director               4        Single          8858
## 725     Laboratory Technician               3        Single          3968
## 726    Manufacturing Director               3       Married          4898
## 727      Sales Representative               4       Married          2973
## 728        Research Scientist               3      Divorced          3815
## 729     Laboratory Technician               4        Single          2340
## 730     Laboratory Technician               4       Married          2523
## 731    Manufacturing Director               2      Divorced          4765
## 732           Sales Executive               3       Married          5238
## 733           Human Resources               2       Married          2863
## 734           Sales Executive               3       Married          4707
## 735        Research Scientist               4        Single          2972
## 736           Sales Executive               3        Single          6500
## 737           Sales Executive               4       Married         12031
## 738           Sales Executive               4        Single          5171
## 739           Sales Executive               3       Married          4601
## 740     Laboratory Technician               4        Single          3681
## 741           Sales Executive               3       Married          8639
## 742                   Manager               4      Divorced         11557
## 743        Research Scientist               4       Married          4285
## 744     Laboratory Technician               2        Single          3295
## 745           Sales Executive               3      Divorced          4907
## 746     Laboratory Technician               1      Divorced          2296
## 747           Human Resources               1      Divorced          2335
## 748 Healthcare Representative               1        Single          5343
## 749     Laboratory Technician               1      Divorced          3907
## 750        Research Scientist               4        Single          2500
## 751      Sales Representative               4        Single          2323
## 752      Sales Representative               2        Single          2302
## 753 Healthcare Representative               3       Married         11245
## 754           Sales Executive               2       Married          7314
## 755         Research Director               3       Married         13549
## 756     Laboratory Technician               3        Single          3708
## 757 Healthcare Representative               4       Married          4014
## 758 Healthcare Representative               3       Married          6651
## 759     Laboratory Technician               3       Married          3306
## 760                   Manager               2        Single         18824
## 761        Research Scientist               1        Single          2404
## 762                   Manager               4       Married         16752
## 763           Sales Executive               2        Single          6151
## 764           Sales Executive               3       Married          6347
## 765           Human Resources               4       Married          3737
## 766     Laboratory Technician               1        Single          5769
## 767        Research Scientist               3       Married          3376
## 768           Sales Executive               1      Divorced         10932
## 769    Manufacturing Director               4      Divorced          7379
## 770           Sales Executive               3       Married          5593
## 771           Sales Executive               4        Single          4682
## 772           Sales Executive               1      Divorced         10453
## 773 Healthcare Representative               3        Single         10938
## 774        Research Scientist               3       Married          3388
## 775 Healthcare Representative               4       Married         10124
## 776        Research Scientist               3        Single          3505
## 777           Human Resources               3      Divorced          2064
## 778      Sales Representative               1      Divorced          2827
## 779     Laboratory Technician               4        Single          2570
## 780        Research Scientist               4       Married          4787
## 781      Sales Representative               2        Single          3140
## 782 Healthcare Representative               3        Single          4553
## 783           Human Resources               2      Divorced          2277
## 784           Sales Executive               3       Married          4539
## 785           Sales Executive               2       Married          4978
## 786         Research Director               2        Single         16422
## 787                   Manager               3       Married         13116
## 788        Research Scientist               2       Married          4941
## 789         Research Director               1       Married         19038
## 790        Research Scientist               2        Single          2096
## 791     Laboratory Technician               1       Married          4789
## 792        Research Scientist               2        Single          2311
## 793    Manufacturing Director               3       Married          7756
## 794 Healthcare Representative               3      Divorced         10096
## 795    Manufacturing Director               4      Divorced          6804
## 796        Research Scientist               1        Single          3348
## 797 Healthcare Representative               4       Married         13496
## 798     Laboratory Technician               1       Married          2398
## 799        Research Scientist               2        Single          1859
## 800 Healthcare Representative               1      Divorced          6842
## 801           Sales Executive               1       Married          5376
## 802           Sales Executive               4        Single          6582
## 803                   Manager               1       Married         17068
## 804           Sales Executive               1        Single          9582
## 805     Laboratory Technician               2       Married          2042
## 806 Healthcare Representative               1       Married          8321
## 807           Sales Executive               3       Married          6232
## 808        Research Scientist               4       Married          2323
## 809        Research Scientist               4       Married          2862
## 810        Research Scientist               2       Married          3058
## 811     Laboratory Technician               1      Divorced          3072
## 812     Laboratory Technician               4       Married          3229
## 813           Sales Executive               3      Divorced          4260
## 814                   Manager               3       Married         19658
## 815      Sales Representative               2       Married          2899
## 816        Research Scientist               4       Married          2781
## 817    Manufacturing Director               4        Single          6877
## 818         Research Director               3       Married         11691
## 819     Laboratory Technician               4        Single          2720
## 820           Sales Executive               3        Single          9854
## 821        Research Scientist               4       Married          3312
## 822           Sales Executive               4      Divorced          6931
## 823           Sales Executive               3       Married          6712
## 824     Laboratory Technician               3       Married          2610
## 825    Manufacturing Director               3       Married          4663
## 826         Research Director               4      Divorced         19627
## 827           Sales Executive               3       Married          8161
## 828           Sales Executive               1        Single          4538
## 829     Laboratory Technician               2       Married          2468
## 830                   Manager               2       Married         18200
## 831     Laboratory Technician               1       Married          3633
## 832      Sales Representative               3        Single          1675
## 833     Laboratory Technician               1       Married          3196
## 834        Research Scientist               1        Single          2552
## 835 Healthcare Representative               2      Divorced         13577
## 836           Sales Executive               2      Divorced          8834
## 837        Research Scientist               3       Married          2996
## 838           Sales Executive               4        Single          5337
## 839    Manufacturing Director               2      Divorced         10333
## 840         Research Director               2       Married         19665
## 841     Laboratory Technician               3        Single          1420
## 842           Human Resources               1        Single          7988
## 843    Manufacturing Director               4       Married         13826
## 844 Healthcare Representative               4      Divorced          8500
## 845           Sales Executive               4        Single          6029
## 846     Laboratory Technician               1      Divorced          4558
## 847     Laboratory Technician               2        Single          1483
## 848 Healthcare Representative               4      Divorced          9613
## 849           Sales Executive               3       Married          6380
## 850     Laboratory Technician               4       Married          2544
## 851           Sales Executive               3       Married          4559
## 852     Laboratory Technician               3        Single          2206
## 853     Laboratory Technician               3        Single          4193
## 854 Healthcare Representative               1        Single          5661
## 855    Manufacturing Director               2       Married          4788
## 856      Sales Representative               3       Married          2404
## 857        Research Scientist               1        Single          2657
## 858    Manufacturing Director               3       Married          8943
## 859     Laboratory Technician               1       Married          2238
## 860 Healthcare Representative               4       Married          7978
## 861     Laboratory Technician               3        Single          2838
## 862           Sales Executive               4        Single         10231
## 863           Sales Executive               4        Single          5304
## 864           Sales Executive               3      Divorced         13770
## 865    Manufacturing Director               4       Married          9380
## 866    Manufacturing Director               4        Single          7898
## 867           Sales Executive               4       Married          4465
## 868           Sales Executive               3       Married          4591
## 869        Research Scientist               3       Married          4477
## 870     Laboratory Technician               2        Single          4425
##     MonthlyRate NumCompaniesWorked Over18 OverTime PercentSalaryHike
## 1          9250                  2      Y       No                11
## 2         17544                  1      Y       No                14
## 3         19944                  2      Y       No                11
## 4         24032                  1      Y       No                19
## 5         17218                  1      Y      Yes                13
## 6          4809                  1      Y       No                21
## 7          5561                  2      Y      Yes                12
## 8         24223                  2      Y      Yes                14
## 9         18410                  1      Y      Yes                19
## 10        15332                  1      Y       No                14
## 11        22539                  7      Y       No                13
## 12        10494                  1      Y       No                15
## 13        18869                  3      Y       No                21
## 14        17434                  1      Y       No                18
## 15        22957                  6      Y       No                12
## 16        24406                  1      Y       No                13
## 17        13554                  1      Y       No                12
## 18        16044                  2      Y       No                14
## 19         5586                  0      Y      Yes                14
## 20         9364                  2      Y       No                15
## 21        13934                  2      Y      Yes                11
## 22        18597                  3      Y       No                12
## 23        19627                  3      Y      Yes                13
## 24        21602                  7      Y       No                13
## 25        12291                  0      Y       No                14
## 26         8751                  7      Y       No                11
## 27        12355                  0      Y       No                11
## 28        18385                  0      Y      Yes                17
## 29         5843                  6      Y      Yes                13
## 30        26589                  0      Y       No                18
## 31        22812                  0      Y       No                17
## 32        13637                  1      Y       No                18
## 33        14977                  3      Y      Yes                12
## 34        16340                  6      Y       No                12
## 35        10138                  8      Y       No                24
## 36        26062                  1      Y       No                20
## 37        21530                  9      Y       No                17
## 38         8658                  5      Y      Yes                13
## 39         4022                  6      Y       No                14
## 40        21981                  0      Y       No                12
## 41        22577                  4      Y       No                22
## 42        12388                  0      Y       No                13
## 43        24941                  4      Y      Yes                16
## 44        26362                  8      Y       No                22
## 45        16901                  1      Y       No                22
## 46        16458                  1      Y       No                13
## 47        12147                  6      Y       No                15
## 48         5569                  0      Y      Yes                14
## 49         8059                  1      Y      Yes                14
## 50         5970                  6      Y       No                18
## 51        14561                  3      Y       No                17
## 52        22456                  3      Y      Yes                21
## 53        19982                  1      Y       No                13
## 54        23163                  1      Y       No                12
## 55        20682                  1      Y       No                23
## 56        20520                  1      Y       No                20
## 57        20366                  6      Y      Yes                12
## 58        16213                  1      Y      Yes                18
## 59        11677                  2      Y      Yes                18
## 60         8040                  1      Y      Yes                14
## 61         5518                  1      Y      Yes                11
## 62         5747                  3      Y       No                12
## 63         6393                  0      Y       No                19
## 64         8018                  1      Y       No                16
## 65         3372                  1      Y       No                13
## 66        15053                  0      Y      Yes                12
## 67        19368                  1      Y       No                13
## 68        13672                  1      Y       No                13
## 69         5868                  4      Y       No                13
## 70        15881                  1      Y       No                12
## 71        21412                  3      Y       No                22
## 72        23490                  0      Y       No                18
## 73        15497                  3      Y      Yes                13
## 74         9051                  3      Y      Yes                11
## 75        21534                  9      Y      Yes                19
## 76        10781                  1      Y       No                23
## 77        12288                  1      Y      Yes                14
## 78         3156                  1      Y       No                15
## 79        16840                  6      Y       No                12
## 80        17536                  1      Y      Yes                11
## 81        14382                  5      Y       No                15
## 82         5151                  2      Y       No                16
## 83        14284                  2      Y       No                11
## 84        17001                  4      Y      Yes                13
## 85         2323                  9      Y      Yes                11
## 86        21829                  3      Y      Yes                13
## 87        11825                  2      Y       No                12
## 88        10074                  1      Y      Yes                24
## 89         2975                  1      Y       No                15
## 90        22822                  3      Y       No                12
## 91        12106                  1      Y      Yes                23
## 92        11162                  1      Y       No                13
## 93         2396                  6      Y      Yes                15
## 94         4223                  3      Y      Yes                16
## 95        17053                  3      Y       No                15
## 96        24532                  1      Y       No                25
## 97        11380                  8      Y       No                12
## 98        15850                  5      Y       No                14
## 99         4668                  0      Y       No                13
## 100        3708                  5      Y       No                17
## 101        7679                  0      Y       No                14
## 102        8386                  1      Y       No                18
## 103       12740                  9      Y       No                15
## 104        8544                  2      Y       No                16
## 105       19764                  4      Y       No                12
## 106       13421                  1      Y       No                22
## 107       26283                  1      Y       No                13
## 108       25811                  4      Y      Yes                18
## 109       10842                  4      Y       No                22
## 110       11288                  1      Y       No                14
## 111       22088                  1      Y      Yes                14
## 112       13829                  2      Y       No                15
## 113       15322                  7      Y       No                19
## 114        4761                  2      Y       No                11
## 115       21026                  3      Y      Yes                15
## 116        4814                  1      Y      Yes                13
## 117       20623                  0      Y       No                14
## 118       23679                  4      Y      Yes                13
## 119        4609                  4      Y       No                12
## 120        6163                  1      Y       No                11
## 121       20335                  9      Y       No                14
## 122       25479                  1      Y      Yes                11
## 123       19239                  4      Y      Yes                12
## 124        7791                  0      Y       No                20
## 125       20260                  1      Y       No                18
## 126       13586                  1      Y      Yes                11
## 127        4681                  1      Y      Yes                22
## 128       23888                  0      Y       No                13
## 129       20003                  1      Y      Yes                14
## 130        7739                  2      Y       No                12
## 131        3356                  1      Y      Yes                13
## 132        8191                  3      Y       No                12
## 133        4386                  0      Y       No                11
## 134        7693                  4      Y       No                21
## 135        6227                  1      Y       No                11
## 136        9931                  1      Y       No                24
## 137        6689                  1      Y      Yes                11
## 138       13943                  8      Y       No                11
## 139        4303                  7      Y      Yes                21
## 140       14506                  2      Y       No                12
## 141       18235                  4      Y      Yes                12
## 142       26076                  1      Y       No                12
## 143       24208                  6      Y       No                13
## 144       22825                  4      Y       No                14
## 145       13888                  5      Y       No                20
## 146       16928                  1      Y       No                14
## 147        4673                  1      Y       No                13
## 148       10589                  2      Y       No                13
## 149        6409                  8      Y       No                22
## 150       20460                  0      Y       No                21
## 151       11512                  2      Y       No                17
## 152       21703                  1      Y       No                12
## 153       16985                  1      Y       No                14
## 154       15530                  3      Y       No                12
## 155        6896                  1      Y       No                14
## 156        6069                  7      Y      Yes                12
## 157        4258                  3      Y       No                14
## 158       13547                  7      Y       No                11
## 159       11535                  8      Y       No                11
## 160       23281                  3      Y      Yes                17
## 161       15998                  1      Y      Yes                12
## 162       12355                  1      Y       No                12
## 163       20431                  0      Y       No                12
## 164       23016                  3      Y      Yes                13
## 165        5100                  0      Y       No                15
## 166       22052                  1      Y       No                13
## 167        3498                  3      Y       No                16
## 168       22578                  4      Y       No                19
## 169       22087                  3      Y      Yes                12
## 170       26968                  4      Y       No                22
## 171       25275                  7      Y       No                23
## 172        2125                  8      Y       No                18
## 173        8984                  5      Y       No                11
## 174       21708                  0      Y      Yes                14
## 175       13938                  6      Y       No                13
## 176       25326                  1      Y      Yes                11
## 177       21199                  5      Y      Yes                13
## 178       15346                  6      Y      Yes                14
## 179       15589                  1      Y       No                14
## 180       12930                  4      Y       No                22
## 181       19588                  2      Y       No                18
## 182       19461                  3      Y       No                15
## 183       16090                  4      Y       No                12
## 184        9150                  4      Y       No                18
## 185       17872                  1      Y       No                11
## 186        2613                  1      Y       No                23
## 187        4973                  1      Y       No                17
## 188       21086                  6      Y       No                14
## 189       15815                  3      Y       No                14
## 190        8863                  1      Y       No                15
## 191       11934                  1      Y       No                13
## 192        8277                  2      Y       No                14
## 193       26314                  2      Y       No                14
## 194       19658                  2      Y       No                14
## 195        4050                  0      Y       No                12
## 196       23231                  1      Y       No                11
## 197       18725                  3      Y       No                23
## 198       11879                  6      Y       No                17
## 199        2094                  3      Y       No                14
## 200        9100                  1      Y       No                21
## 201       17071                  4      Y      Yes                16
## 202        7346                  1      Y       No                17
## 203       19124                  1      Y       No                12
## 204        3872                  7      Y      Yes                13
## 205       20990                  2      Y       No                11
## 206        7508                  1      Y      Yes                13
## 207        9489                  8      Y       No                13
## 208       11354                  7      Y      Yes                19
## 209       10415                  5      Y       No                14
## 210       21196                  3      Y      Yes                13
## 211        5640                  0      Y       No                23
## 212        7770                  6      Y       No                13
## 213       15232                  3      Y       No                17
## 214        4051                  9      Y      Yes                13
## 215       15174                  0      Y       No                13
## 216        8045                  2      Y       No                14
## 217       22174                  3      Y       No                19
## 218        2437                  3      Y       No                11
## 219       23910                  1      Y       No                14
## 220        9973                  1      Y      Yes                20
## 221       18686                  1      Y       No                22
## 222        5630                  2      Y       No                14
## 223       16130                  1      Y      Yes                25
## 224       12530                  1      Y       No                14
## 225       14293                  2      Y       No                19
## 226        4077                  1      Y       No                13
## 227       10910                  1      Y       No                12
## 228       12392                  1      Y      Yes                16
## 229       17519                  0      Y       No                21
## 230       11652                  2      Y      Yes                19
## 231        5388                  1      Y       No                19
## 232        9687                  1      Y       No                13
## 233       24164                  7      Y       No                11
## 234       17011                  2      Y       No                14
## 235       19494                  1      Y      Yes                12
## 236       14922                  5      Y       No                11
## 237       17312                  5      Y       No                11
## 238       18089                  1      Y      Yes                12
## 239       19655                  4      Y       No                14
## 240       21981                  5      Y       No                15
## 241        6950                  1      Y      Yes                21
## 242       13035                  3      Y       No                22
## 243        4956                  0      Y       No                23
## 244       15182                  3      Y       No                12
## 245       17689                  1      Y      Yes                15
## 246        6054                  6      Y       No                14
## 247       25713                  1      Y      Yes                14
## 248       18024                  0      Y       No                14
## 249       13953                  3      Y      Yes                14
## 250        5626                  7      Y       No                16
## 251       20439                  1      Y       No                12
## 252       25952                  4      Y       No                13
## 253        6153                  1      Y       No                14
## 254       21495                  0      Y       No                17
## 255       25178                  2      Y       No                11
## 256       24978                  4      Y       No                13
## 257        3909                  1      Y       No                11
## 258       12761                  7      Y       No                14
## 259       24444                  2      Y      Yes                13
## 260        7298                  6      Y      Yes                19
## 261       11882                  7      Y       No                14
## 262        7568                  6      Y       No                13
## 263       22149                  5      Y      Yes                13
## 264       18203                  1      Y       No                15
## 265       13257                  0      Y       No                12
## 266       16479                  0      Y       No                13
## 267       11929                  7      Y       No                14
## 268       24852                  1      Y       No                12
## 269       18079                  1      Y       No                20
## 270        9096                  0      Y       No                15
## 271       19665                  4      Y       No                22
## 272       19332                  1      Y       No                12
## 273        7018                  1      Y       No                21
## 274       13494                  4      Y       No                13
## 275       13339                  8      Y       No                11
## 276       18575                  4      Y       No                13
## 277       24440                  1      Y       No                13
## 278       10675                  0      Y       No                19
## 279       26959                  1      Y      Yes                11
## 280       16143                  0      Y      Yes                16
## 281        6069                  1      Y      Yes                17
## 282        3119                  2      Y      Yes                13
## 283        9060                  4      Y       No                17
## 284        7143                  4      Y       No                12
## 285        6004                  1      Y       No                13
## 286       22949                  1      Y      Yes                12
## 287       26092                  1      Y      Yes                23
## 288        8758                  0      Y       No                11
## 289       22952                  0      Y       No                14
## 290       20317                  1      Y       No                16
## 291       11005                  3      Y       No                14
## 292        6927                  7      Y       No                15
## 293       11781                  1      Y       No                16
## 294       17231                  0      Y       No                18
## 295       17381                  1      Y      Yes                21
## 296       20232                  7      Y      Yes                11
## 297       14074                  1      Y       No                17
## 298       22887                  1      Y      Yes                24
## 299       10322                  0      Y      Yes                22
## 300       24737                  5      Y      Yes                13
## 301        8891                  1      Y       No                14
## 302       11031                  1      Y       No                22
## 303       23737                  5      Y       No                12
## 304       18698                  1      Y       No                19
## 305       26227                  4      Y       No                24
## 306       10778                  0      Y       No                17
## 307       20165                  4      Y       No                18
## 308       22478                  3      Y       No                17
## 309       12992                  3      Y      Yes                14
## 310       15678                  0      Y       No                22
## 311       13008                  9      Y       No                17
## 312       20364                  7      Y       No                15
## 313        4156                  1      Y       No                12
## 314       13983                  2      Y       No                17
## 315       11924                  8      Y       No                14
## 316        8571                  1      Y      Yes                17
## 317       11314                  6      Y       No                18
## 318       14120                  1      Y       No                12
## 319        3567                  3      Y      Yes                12
## 320       21221                  1      Y      Yes                12
## 321        3974                  6      Y       No                20
## 322        7660                  1      Y       No                12
## 323        2373                  9      Y       No                12
## 324       21029                  8      Y      Yes                23
## 325        7060                  1      Y       No                16
## 326       17808                  1      Y       No                19
## 327        3549                  0      Y      Yes                14
## 328       11189                  6      Y      Yes                17
## 329       18115                  1      Y      Yes                16
## 330       16616                  0      Y       No                14
## 331       22384                  4      Y       No                14
## 332       25812                  1      Y       No                11
## 333       11092                  1      Y      Yes                12
## 334        6009                  1      Y       No                11
## 335       21922                  9      Y       No                21
## 336        3129                  1      Y       No                22
## 337       18500                  1      Y       No                11
## 338       22266                  0      Y       No                17
## 339       17251                  3      Y      Yes                14
## 340       19715                  1      Y       No                13
## 341       13072                  9      Y      Yes                14
## 342       14222                  1      Y      Yes                12
## 343       21214                  4      Y       No                15
## 344       22653                  1      Y       No                20
## 345       13192                  8      Y       No                19
## 346       25098                  0      Y       No                12
## 347       15834                  2      Y       No                11
## 348       26767                  1      Y       No                20
## 349        4279                  2      Y       No                13
## 350       20420                  7      Y       No                11
## 351       14842                  9      Y       No                13
## 352       12241                  4      Y       No                11
## 353       21203                  3      Y      Yes                13
## 354        8841                  3      Y      Yes                18
## 355       26458                  0      Y      Yes                13
## 356       15891                  3      Y       No                18
## 357       23300                  1      Y       No                19
## 358       18300                  5      Y       No                16
## 359       10877                  1      Y      Yes                22
## 360       20251                  0      Y       No                11
## 361        5678                  0      Y       No                14
## 362       10642                  1      Y       No                17
## 363       25846                  1      Y       No                15
## 364        5949                  0      Y       No                19
## 365        6992                  4      Y       No                14
## 366       18256                  9      Y       No                11
## 367       22534                  4      Y       No                13
## 368       19345                  0      Y       No                12
## 369       12826                  2      Y       No                16
## 370       10557                  7      Y       No                16
## 371       11275                  1      Y       No                12
## 372        2890                  0      Y       No                11
## 373       20308                  1      Y       No                18
## 374        9953                  1      Y       No                11
## 375       21082                  1      Y       No                11
## 376       24450                  1      Y      Yes                13
## 377        8269                  1      Y       No                16
## 378        2900                  3      Y      Yes                12
## 379       26933                  0      Y      Yes                18
## 380       11539                  4      Y      Yes                11
## 381       16375                  4      Y       No                11
## 382        8916                  1      Y       No                23
## 383       24795                  4      Y       No                11
## 384        9518                  3      Y       No                13
## 385       10332                  9      Y      Yes                12
## 386       16292                  1      Y       No                13
## 387        9096                  1      Y       No                14
## 388       22645                  4      Y       No                12
## 389        7439                  3      Y       No                15
## 390        9150                  1      Y      Yes                11
## 391       13305                  5      Y       No                17
## 392       21436                  7      Y      Yes                19
## 393        3995                  1      Y      Yes                13
## 394        2845                  4      Y       No                19
## 395        9068                  5      Y      Yes                14
## 396        7747                  0      Y      Yes                18
## 397        2288                  6      Y       No                13
## 398        3072                  1      Y       No                15
## 399       26236                  1      Y       No                21
## 400       19719                  5      Y      Yes                18
## 401       24793                  2      Y       No                20
## 402       16439                  2      Y       No                16
## 403        5411                  4      Y       No                12
## 404       22792                  4      Y       No                12
## 405       17852                  1      Y       No                11
## 406        2671                  4      Y      Yes                14
## 407       13402                  1      Y       No                14
## 408        6865                  1      Y       No                14
## 409       22021                  2      Y       No                16
## 410        5200                  6      Y       No                24
## 411        8635                  0      Y       No                21
## 412       15869                  1      Y       No                12
## 413       10227                  4      Y       No                21
## 414       26075                  8      Y       No                13
## 415       12253                  0      Y       No                16
## 416       24442                  2      Y       No                14
## 417        7181                  0      Y       No                14
## 418        7122                  4      Y       No                18
## 419        9961                  1      Y       No                13
## 420       21526                  1      Y       No                18
## 421       17736                  1      Y       No                15
## 422       23866                  3      Y      Yes                15
## 423       20739                  4      Y      Yes                18
## 424       19305                  1      Y       No                15
## 425       24232                  1      Y       No                11
## 426        5268                  5      Y       No                13
## 427        7152                  1      Y       No                13
## 428       10531                  1      Y       No                17
## 429        9571                  0      Y      Yes                14
## 430       23687                  6      Y       No                13
## 431        5242                  1      Y      Yes                11
## 432        8532                  9      Y       No                16
## 433       22710                  3      Y       No                20
## 434       10007                  1      Y       No                13
## 435       20652                  2      Y       No                12
## 436        3415                  1      Y       No                18
## 437       16374                  6      Y       No                17
## 438       20006                  0      Y       No                13
## 439        3810                  1      Y      Yes                14
## 440       19383                  0      Y       No                13
## 441        2338                  4      Y      Yes                14
## 442       25412                  9      Y       No                17
## 443       14935                  2      Y       No                11
## 444        4167                  4      Y      Yes                18
## 445       14218                  7      Y      Yes                17
## 446       10205                  7      Y       No                12
## 447        9867                  7      Y       No                15
## 448        5696                  5      Y       No                18
## 449        5456                  1      Y       No                11
## 450       24162                  1      Y       No                15
## 451       21653                  0      Y      Yes                13
## 452       21158                  1      Y       No                13
## 453       13492                  1      Y      Yes                18
## 454       10410                  1      Y       No                14
## 455       17997                  7      Y       No                11
## 456        4349                  1      Y       No                14
## 457       22589                  1      Y       No                11
## 458        8423                  0      Y      Yes                22
## 459       10494                  2      Y       No                22
## 460       22604                  1      Y       No                16
## 461        9260                  4      Y       No                17
## 462       10950                  2      Y       No                11
## 463        6645                  4      Y       No                11
## 464        6670                  2      Y       No                20
## 465       15587                  9      Y      Yes                16
## 466        4306                  5      Y      Yes                11
## 467       17001                  3      Y      Yes                21
## 468       22002                  3      Y       No                12
## 469       21813                  8      Y       No                18
## 470       26250                  1      Y       No                11
## 471        6073                  1      Y       No                11
## 472       14753                  1      Y      Yes                24
## 473       15067                  4      Y      Yes                14
## 474        9752                  5      Y       No                13
## 475       22482                  1      Y       No                16
## 476       20445                  4      Y      Yes                21
## 477       24558                  4      Y       No                19
## 478        4267                  5      Y       No                12
## 479       17363                  9      Y       No                13
## 480       15471                  1      Y      Yes                25
## 481        6225                  0      Y       No                12
## 482       14871                  3      Y      Yes                19
## 483       26496                  1      Y      Yes                15
## 484       13939                  4      Y      Yes                18
## 485        3465                  1      Y       No                12
## 486       19479                  8      Y      Yes                11
## 487       16019                  1      Y       No                13
## 488       15170                  1      Y       No                17
## 489       19294                  9      Y      Yes                13
## 490        7360                  3      Y       No                11
## 491       25594                  9      Y      Yes                11
## 492       22422                  4      Y      Yes                11
## 493       23413                  9      Y       No                11
## 494       21195                  1      Y       No                19
## 495        6060                  1      Y      Yes                13
## 496        5594                  2      Y       No                14
## 497        9655                  3      Y       No                21
## 498       11411                  1      Y      Yes                12
## 499       16577                  6      Y       No                13
## 500        3987                  6      Y       No                19
## 501       12023                  7      Y      Yes                14
## 502       12947                  5      Y      Yes                14
## 503       11740                  2      Y      Yes                11
## 504       10195                  1      Y       No                11
## 505       26703                  3      Y       No                19
## 506       15624                  3      Y       No                12
## 507        9150                  1      Y      Yes                13
## 508       15395                  2      Y       No                11
## 509        2539                  4      Y       No                17
## 510       16280                  1      Y       No                12
## 511        5982                  1      Y       No                11
## 512        3449                  3      Y       No                21
## 513       17360                  6      Y       No                13
## 514       15146                  1      Y      Yes                12
## 515        2851                  1      Y       No                24
## 516       16321                  5      Y       No                18
## 517       18798                  1      Y      Yes                18
## 518        8952                  8      Y       No                22
## 519       23631                  0      Y       No                12
## 520       10261                  1      Y       No                16
## 521        8306                  1      Y       No                16
## 522        7324                  1      Y      Yes                17
## 523       18787                  2      Y       No                17
## 524        2125                  1      Y      Yes                17
## 525        8456                  3      Y       No                17
## 526       23537                  2      Y       No                12
## 527        6319                  4      Y      Yes                11
## 528       17089                  1      Y      Yes                12
## 529       26278                  1      Y       No                18
## 530        4510                  9      Y      Yes                18
## 531       24608                  0      Y       No                18
## 532       21447                  6      Y       No                13
## 533       23779                  1      Y       No                24
## 534       16542                  5      Y       No                18
## 535        4759                  1      Y      Yes                11
## 536        5228                  4      Y       No                14
## 537       20619                  7      Y       No                16
## 538       24017                  0      Y      Yes                11
## 539       21972                  1      Y      Yes                16
## 540        2253                  7      Y       No                13
## 541       11309                  1      Y       No                13
## 542        6076                  6      Y       No                19
## 543       25326                  1      Y      Yes                15
## 544        7259                  9      Y       No                14
## 545        7530                  1      Y       No                11
## 546       20338                  1      Y       No                12
## 547       22477                  4      Y       No                11
## 548       11983                  6      Y       No                14
## 549       26707                  3      Y       No                17
## 550        8318                  1      Y       No                16
## 551       19562                  1      Y       No                12
## 552       23965                  1      Y       No                13
## 553        4223                  1      Y       No                21
## 554        5543                  4      Y       No                17
## 555       14242                  9      Y       No                14
## 556        3010                  4      Y      Yes                11
## 557       23428                  7      Y       No                11
## 558       22794                  1      Y      Yes                13
## 559       11806                  1      Y       No                13
## 560       20156                  1      Y       No                17
## 561       15062                  4      Y       No                12
## 562       21624                  2      Y      Yes                14
## 563       12086                  9      Y       No                14
## 564       26862                  4      Y       No                20
## 565       24375                  3      Y       No                21
## 566       13422                  6      Y      Yes                12
## 567       19737                  4      Y       No                13
## 568        5323                  1      Y       No                11
## 569        7824                  7      Y       No                17
## 570        4161                  3      Y      Yes                18
## 571       26841                  5      Y       No                21
## 572        8870                  1      Y       No                19
## 573       19255                  1      Y      Yes                12
## 574       22128                  1      Y       No                21
## 575        7428                  1      Y       No                20
## 576        2689                  1      Y       No                18
## 577       11473                  4      Y       No                14
## 578        7973                  3      Y       No                14
## 579        3140                  0      Y       No                13
## 580        4204                  1      Y      Yes                11
## 581        9075                  3      Y       No                11
## 582       15901                  2      Y       No                14
## 583       24539                  3      Y      Yes                16
## 584        3698                  1      Y      Yes                20
## 585       19121                  2      Y      Yes                13
## 586       16523                  8      Y      Yes                15
## 587       15717                  7      Y      Yes                12
## 588        6986                  7      Y       No                23
## 589       19106                  4      Y       No                18
## 590       16002                  3      Y      Yes                15
## 591       10293                  1      Y      Yes                14
## 592        7815                  0      Y      Yes                23
## 593       15747                  3      Y       No                15
## 594       22102                  1      Y       No                14
## 595       25800                  1      Y       No                13
## 596       21816                  1      Y       No                22
## 597        9129                  3      Y       No                16
## 598       13436                  6      Y       No                22
## 599        5174                  1      Y      Yes                20
## 600        3020                  2      Y      Yes                16
## 601        7103                  1      Y       No                13
## 602       25174                  4      Y       No                14
## 603       17802                  0      Y      Yes                12
## 604       26342                  1      Y       No                13
## 605       14630                  1      Y       No                13
## 606       13514                  3      Y       No                19
## 607       24668                  7      Y       No                11
## 608       19191                  1      Y      Yes                24
## 609       23577                  0      Y       No                12
## 610       21437                  0      Y       No                19
## 611       10846                  0      Y       No                12
## 612        2112                  2      Y      Yes                17
## 613       21509                  7      Y       No                20
## 614        9947                  1      Y      Yes                13
## 615        9977                  5      Y       No                11
## 616       11912                  1      Y       No                14
## 617        8192                  8      Y       No                11
## 618        4009                  5      Y      Yes                21
## 619       21457                  4      Y       No                15
## 620       16900                  1      Y       No                18
## 621       19783                  1      Y      Yes                18
## 622        6759                  1      Y      Yes                19
## 623       13551                  2      Y       No                16
## 624       16642                  1      Y      Yes                16
## 625        5355                  7      Y       No                11
## 626        3208                  1      Y       No                11
## 627       15211                  1      Y      Yes                12
## 628       15682                  0      Y      Yes                14
## 629       15813                  3      Y       No                18
## 630       17654                  1      Y       No                14
## 631        7975                  8      Y       No                20
## 632        6770                  1      Y       No                21
## 633        4981                  8      Y      Yes                12
## 634        2561                  5      Y       No                22
## 635        9262                  8      Y       No                16
## 636       26537                  1      Y       No                13
## 637       14399                  0      Y       No                17
## 638       22914                  1      Y       No                18
## 639       21630                  1      Y      Yes                11
## 640       16346                  0      Y       No                11
## 641       13335                  1      Y       No                22
## 642       10748                  2      Y       No                12
## 643       17323                  7      Y       No                15
## 644       14460                  1      Y      Yes                23
## 645       20293                  6      Y       No                17
## 646        8552                  7      Y       No                11
## 647       13556                  1      Y       No                12
## 648        6217                  1      Y       No                15
## 649       23016                  0      Y       No                14
## 650        3339                  3      Y      Yes                14
## 651       21731                  1      Y       No                19
## 652       10893                  0      Y      Yes                18
## 653       13782                  9      Y       No                17
## 654       23978                  3      Y       No                21
## 655        9129                  5      Y       No                16
## 656       22722                  1      Y      Yes                13
## 657       15736                  5      Y       No                16
## 658       24456                  3      Y       No                20
## 659       10110                  6      Y      Yes                15
## 660       22656                  1      Y       No                13
## 661       21146                  1      Y       No                15
## 662        8416                  3      Y       No                12
## 663        5596                  4      Y      Yes                12
## 664        9541                  1      Y       No                20
## 665       10034                  0      Y       No                20
## 666       23060                  8      Y      Yes                12
## 667        6599                  1      Y       No                14
## 668        6705                  7      Y       No                13
## 669       22845                  1      Y       No                18
## 670       23474                  3      Y       No                14
## 671       25258                  4      Y       No                13
## 672        3921                  1      Y       No                14
## 673       11827                  0      Y       No                14
## 674       16612                  1      Y      Yes                19
## 675       22490                  7      Y       No                17
## 676        9946                  2      Y       No                14
## 677       23361                  0      Y       No                15
## 678       26849                  1      Y       No                11
## 679        9192                  7      Y       No                13
## 680       11737                  3      Y       No                15
## 681       18154                  1      Y       No                12
## 682       15238                  7      Y       No                20
## 683        7419                  6      Y       No                14
## 684       23402                  3      Y      Yes                16
## 685        6672                  1      Y       No                11
## 686       14394                  1      Y       No                25
## 687       22930                  0      Y      Yes                12
## 688       13248                  6      Y       No                21
## 689        9241                  1      Y       No                22
## 690        7129                  5      Y       No                13
## 691       14814                  3      Y       No                11
## 692       10268                  1      Y      Yes                12
## 693       17078                  3      Y       No                23
## 694        3427                  9      Y      Yes                23
## 695        7677                  1      Y       No                14
## 696       13137                  1      Y      Yes                18
## 697        5602                  2      Y       No                25
## 698        9945                  8      Y       No                16
## 699       18420                  1      Y      Yes                12
## 700       10849                  5      Y       No                11
## 701       15434                  1      Y       No                11
## 702        5829                  1      Y       No                20
## 703       13755                  4      Y      Yes                11
## 704        6889                  0      Y      Yes                11
## 705       25657                  8      Y       No                17
## 706       13430                  7      Y       No                14
## 707       15696                  4      Y       No                15
## 708       24609                  9      Y       No                18
## 709       16376                  1      Y       No                11
## 710        4544                  1      Y       No                11
## 711       25927                  1      Y      Yes                23
## 712       22102                  3      Y       No                12
## 713       16620                  5      Y       No                11
## 714        7246                  4      Y       No                11
## 715       14229                  1      Y       No                15
## 716       11585                  1      Y       No                11
## 717        2706                  1      Y       No                18
## 718        7909                  3      Y       No                13
## 719       10414                  3      Y      Yes                24
## 720        8039                  0      Y       No                17
## 721        9606                  1      Y       No                15
## 722       26493                  3      Y       No                17
## 723       20284                  5      Y       No                14
## 724       15669                  0      Y       No                11
## 725       13624                  4      Y       No                13
## 726        7505                  0      Y       No                12
## 727       21222                  5      Y       No                15
## 728        5972                  1      Y      Yes                17
## 729       23213                  1      Y      Yes                18
## 730       19299                  0      Y       No                14
## 731       23814                  4      Y       No                21
## 732       17778                  4      Y      Yes                18
## 733       19555                  1      Y       No                12
## 734       23914                  8      Y       No                12
## 735       22061                  1      Y       No                13
## 736       26997                  0      Y       No                14
## 737        8828                  0      Y       No                11
## 738       16490                  5      Y       No                17
## 739        6179                  1      Y       No                16
## 740       14004                  4      Y       No                14
## 741       24835                  2      Y       No                18
## 742       25291                  9      Y       No                21
## 743        3031                  1      Y       No                17
## 744       12862                  1      Y       No                13
## 745       13684                  0      Y      Yes                22
## 746       10036                  0      Y       No                14
## 747        3157                  4      Y      Yes                15
## 748       25755                  0      Y       No                20
## 749        3622                  1      Y       No                13
## 750       10515                  0      Y       No                14
## 751       17205                  1      Y      Yes                14
## 752        8319                  1      Y      Yes                11
## 753       20689                  2      Y      Yes                15
## 754       14011                  5      Y       No                21
## 755       24001                  9      Y       No                12
## 756        2104                  2      Y       No                14
## 757       19170                  1      Y      Yes                25
## 758       21534                  2      Y       No                14
## 759       26176                  7      Y       No                19
## 760        2493                  2      Y      Yes                16
## 761       11479                  6      Y      Yes                20
## 762       12982                  1      Y      Yes                11
## 763       22074                  1      Y       No                13
## 764       24920                  0      Y       No                12
## 765        2243                  0      Y       No                19
## 766       23447                  1      Y      Yes                14
## 767       18863                  1      Y       No                13
## 768       11373                  3      Y       No                15
## 769       17433                  2      Y       No                11
## 770       17970                  1      Y       No                13
## 771        4317                  3      Y       No                14
## 772        2137                  1      Y       No                25
## 773        6420                  0      Y       No                25
## 774       21777                  0      Y      Yes                17
## 775       18611                  2      Y      Yes                14
## 776       19630                  1      Y       No                18
## 777       15428                  0      Y       No                21
## 778       14947                  1      Y       No                12
## 779       11925                  1      Y       No                20
## 780       26124                  9      Y      Yes                14
## 781       21728                  1      Y      Yes                22
## 782       20978                  1      Y       No                11
## 783       22650                  3      Y      Yes                11
## 784        4905                  1      Y       No                12
## 785        3536                  7      Y       No                11
## 786        8847                  3      Y       No                11
## 787       22984                  2      Y       No                11
## 788       17747                  2      Y       No                15
## 789       19805                  8      Y       No                12
## 790       18830                  1      Y       No                18
## 791       23070                  4      Y       No                25
## 792        5711                  2      Y       No                15
## 793       14199                  3      Y      Yes                19
## 794        8202                  1      Y       No                13
## 795       23793                  1      Y      Yes                15
## 796        3164                  1      Y      Yes                11
## 797        7501                  0      Y      Yes                14
## 798       15999                  1      Y      Yes                17
## 799        6148                  1      Y      Yes                25
## 800       26308                  6      Y       No                20
## 801        3193                  2      Y       No                19
## 802        8346                  4      Y      Yes                13
## 803        5355                  1      Y      Yes                14
## 804       10333                  0      Y      Yes                22
## 805       25043                  4      Y       No                12
## 806       25949                  7      Y      Yes                13
## 807       12477                  2      Y       No                11
## 808       11992                  1      Y       No                24
## 809        3811                  1      Y       No                12
## 810       13364                  0      Y      Yes                16
## 811       11012                  1      Y       No                11
## 812        4910                  4      Y       No                11
## 813        5915                  1      Y      Yes                12
## 814        5220                  3      Y       No                11
## 815       12102                  0      Y       No                19
## 816        6311                  0      Y       No                13
## 817       20234                  5      Y      Yes                24
## 818       25995                  0      Y       No                11
## 819       11162                  0      Y       No                13
## 820       23352                  3      Y      Yes                11
## 821       18783                  3      Y       No                17
## 822       10732                  2      Y       No                14
## 823        8978                  1      Y       No                21
## 824        6233                  1      Y       No                12
## 825       12421                  9      Y      Yes                12
## 826       21445                  9      Y       No                17
## 827       19002                  2      Y       No                13
## 828        6039                  0      Y      Yes                12
## 829       15963                  4      Y       No                14
## 830        7999                  1      Y       No                11
## 831       14039                  1      Y      Yes                15
## 832       26820                  1      Y      Yes                19
## 833       12449                  1      Y       No                12
## 834        7172                  1      Y       No                25
## 835       25592                  1      Y      Yes                15
## 836       24666                  1      Y       No                13
## 837        5182                  7      Y      Yes                15
## 838       19921                  1      Y       No                12
## 839       19271                  8      Y      Yes                12
## 840       13583                  4      Y       No                12
## 841       25233                  1      Y       No                13
## 842        9769                  1      Y       No                13
## 843       19028                  3      Y       No                22
## 844        5494                  0      Y       No                11
## 845       25353                  5      Y       No                12
## 846       13535                  1      Y       No                12
## 847       16102                  1      Y       No                14
## 848       10942                  0      Y       No                17
## 849        6110                  2      Y      Yes                12
## 850        7102                  0      Y       No                18
## 851       24788                  3      Y      Yes                11
## 852       16117                  1      Y       No                13
## 853       12682                  0      Y      Yes                12
## 854        4824                  0      Y       No                19
## 855       25388                  0      Y      Yes                11
## 856       16192                  1      Y       No                13
## 857        8556                  5      Y      Yes                11
## 858       14034                  1      Y       No                24
## 859        6961                  2      Y       No                21
## 860       14075                  1      Y       No                11
## 861        4257                  0      Y       No                14
## 862       20364                  3      Y       No                14
## 863        4652                  8      Y      Yes                13
## 864       10225                  9      Y      Yes                12
## 865       14720                  4      Y      Yes                18
## 866       18706                  1      Y       No                11
## 867       12069                  0      Y       No                18
## 868       24200                  3      Y      Yes                17
## 869       20100                  4      Y      Yes                19
## 870       15986                  5      Y       No                11
##     PerformanceRating RelationshipSatisfaction StandardHours StockOptionLevel
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## 870                 3                        4            80                0
##     TotalWorkingYears TrainingTimesLastYear WorkLifeBalance YearsAtCompany
## 1                   8                     3               2              5
## 2                  21                     2               4             20
## 3                  10                     2               3              2
## 4                  14                     3               3             14
## 5                   6                     2               3              6
## 6                   9                     4               2              9
## 7                   7                     5               2              4
## 8                   8                     5               3              1
## 9                   1                     2               3              1
## 10                  8                     3               2              8
## 11                 21                     2               3             16
## 12                  3                     2               3              3
## 13                 17                     3               4              8
## 14                  1                     3               3              1
## 15                 10                     3               4              7
## 16                  9                     2               2              9
## 17                  8                     2               4              8
## 18                  7                     2               4              1
## 19                  6                     3               3              5
## 20                 10                     5               3              2
## 21                 13                     2               3              3
## 22                 12                     3               3              2
## 23                 10                     3               3              8
## 24                 10                     3               3              5
## 25                  6                     3               3              5
## 26                 26                     5               3             22
## 27                 10                     3               3              9
## 28                  6                     3               3              5
## 29                 15                     2               2              2
## 30                  5                     3               3              4
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## 38                 16                     3               3              2
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## 86                 30                     4               3              5
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## 233                25                     3               1             23
## 234                16                     4               3              6
## 235                25                     3               4             25
## 236                17                     2               1             14
## 237                24                     2               2             22
## 238                 6                     2               2              6
## 239                 6                     3               3              2
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## 241                10                     5               2             10
## 242                22                     4               3              0
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## 250                22                     2               3             18
## 251                 1                     2               2              1
## 252                12                     3               3              7
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## 260                 7                     2               2              2
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## 302                 9                     3               2              9
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## 305                 7                     4               3              1
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## 309                17                     3               3              8
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## 312                22                     3               3             20
## 313                 7                     2               1              7
## 314                10                     2               3              1
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## 317                 6                     3               3              4
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## 324                19                     2               3             16
## 325                21                     3               3             21
## 326                 1                     2               3              1
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## 328                 9                     3               2              4
## 329                20                     3               3             20
## 330                21                     5               3             20
## 331                23                     2               3              8
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## 333                 6                     2               2              5
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## 335                30                     3               3              3
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## 337                 5                     3               3              5
## 338                 7                     1               2              6
## 339                 5                     4               3              0
## 340                 1                     6               3              1
## 341                 6                     3               4              1
## 342                 2                     2               3              2
## 343                 9                     2               3              3
## 344                 1                     2               3              1
## 345                 8                     3               3              4
## 346                21                     3               3             20
## 347                 5                     3               2              3
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## 350                30                     1               2             10
## 351                18                     3               4             13
## 352                10                     3               2              8
## 353                16                     3               1              1
## 354                 8                     2               3              2
## 355                23                     3               4             22
## 356                15                     2               3             13
## 357                 5                     3               2              5
## 358                 6                     2               4              2
## 359                 9                     3               3              9
## 360                16                     4               3             15
## 361                34                     5               3             33
## 362                 1                     3               3              1
## 363                33                     3               3             32
## 364                22                     5               3             21
## 365                23                     5               3             19
## 366                36                     0               2              7
## 367                15                     2               4             11
## 368                 9                     5               4              8
## 369                 4                     2               3              2
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## 372                10                     3               3              9
## 373                24                     2               3             24
## 374                 8                     2               1              8
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## 386                15                     3               3             15
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## 388                 8                     2               4              3
## 389                17                     2               2             13
## 390                 3                     3               3              3
## 391                 6                     1               3              3
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## 393                 4                     3               4              4
## 394                22                     5               4             18
## 395                 8                     2               3              2
## 396                 3                     2               1              2
## 397                26                     2               1              3
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## 399                13                     2               2             13
## 400                16                     2               2              2
## 401                11                     2               3              5
## 402                11                     5               3              5
## 403                 7                     2               3              2
## 404                 9                     6               3              3
## 405                 6                     3               2              6
## 406                21                     3               2              1
## 407                13                     3               3             12
## 408                 7                     4               3              7
## 409                31                     3               3             25
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##     YearsInCurrentRole YearsSinceLastPromotion YearsWithCurrManager
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## 593                  2                       1                    2
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## 690                 10                       3                    8
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## 753                  8                      12                   13
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## 830                  5                      10                    7
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## 833                  5                       3                    3
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## 835                  9                      15                    0
## 836                  5                       7                    7
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## 839                 11                      14                   10
## 840                 10                      12                    9
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## 842                  9                       0                    9
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## 854                  3                       0                    7
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## 857                  2                       0                    4
## 858                  9                       8                    9
## 859                  0                       1                    4
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## 861                  0                       7                    7
## 862                  7                      15                   17
## 863                  2                       0                    4
## 864                  2                      11                   13
## 865                  1                       1                    2
## 866                  9                       0                    8
## 867                  2                       2                    2
## 868                  4                       1                    2
## 869                  2                       0                    2
## 870                  2                       1                    2
##     OverTimeBinary MonthlyIncomeScale    AgeScale EnvironmentSatisfactionScale
## 1                0      -0.4322304865 -0.54097720                   -0.6377699
## 2                0       2.8787757404  0.35528590                    0.2718364
## 3                0       0.6463532276 -0.20487853                    0.2718364
## 4                0       0.8769034871 -0.54097720                    0.2718364
## 5                1      -0.5720831440 -1.43724030                   -1.5473762
## 6                0       0.5225955882 -1.10114163                    1.1814426
## 7                1      -0.9272610437  0.46731879                   -0.6377699
## 8                1       0.0660625744  0.01918724                    1.1814426
## 9                1      -0.9070335210 -0.31691142                    0.2718364
## 10               0      -0.2886803249 -0.31691142                    1.1814426
## 11               0       2.8278806831  0.69138457                   -1.5473762
## 12               0      -0.8013284020 -0.98910875                    0.2718364
## 13               0       0.8331859379 -0.20487853                    0.2718364
## 14               0      -0.8513534583 -0.76504297                    0.2718364
## 15               0      -0.6453807265  1.02748323                    1.1814426
## 16               0       0.1178276326 -0.65301008                    1.1814426
## 17               0       0.0728050820 -0.54097720                    0.2718364
## 18               0      -0.2462677772  1.02748323                    0.2718364
## 19               1      -0.7521733467 -0.31691142                    1.1814426
## 20               0      -0.2952053323  0.80341745                   -0.6377699
## 21               1       0.5343406015 -0.09284565                   -0.6377699
## 22               0       0.3762179235  1.25154900                   -0.6377699
## 23               1      -0.1547001741  0.69138457                    1.1814426
## 24               0      -0.2301727591 -0.65301008                    1.1814426
## 25               0       0.1215251368 -0.42894431                   -0.6377699
## 26               0       2.5714478945  0.80341745                   -0.6377699
## 27               0       0.7685883651  0.13122013                    0.2718364
## 28               1       0.3988379489 -0.42894431                   -1.5473762
## 29               1       0.8825584934  1.81171344                   -1.5473762
## 30               0      -0.4637680220  1.69968055                    1.1814426
## 31               0      -0.3745929217 -0.54097720                    1.1814426
## 32               0      -0.9487935680 -0.42894431                   -0.6377699
## 33               1       2.2797800662  1.02748323                    0.2718364
## 34               0      -0.8987685117 -0.20487853                    1.1814426
## 35               0       0.7153008052 -0.54097720                    1.1814426
## 36               0      -0.7821883804 -0.54097720                   -0.6377699
## 37               0       0.8516734587 -0.20487853                    1.1814426
## 38               1      -0.0557375627 -0.09284565                   -0.6377699
## 39               0       2.8985682627  2.14781210                    1.1814426
## 40               0      -0.7828408812 -0.65301008                    0.2718364
## 41               0       2.1534124239  2.37187788                   -0.6377699
## 42               0       0.0525775592  0.91545034                   -0.6377699
## 43               1      -0.8272109311  1.36358189                    1.1814426
## 44               0       2.8759482372  0.57935168                    1.1814426
## 45               0      -1.1238812651 -1.54927318                    1.1814426
## 46               0      -0.5910056653  0.57935168                   -1.5473762
## 47               0       0.0749800844 -0.54097720                   -1.5473762
## 48               1       0.5110680753  0.13122013                    0.2718364
## 49               1      -0.9814186047 -2.10943762                   -0.6377699
## 50               0      -0.9496635690 -1.10114163                    1.1814426
## 51               0      -0.8202509233  0.13122013                    0.2718364
## 52               1       2.8950882588  2.37187788                    1.1814426
## 53               0      -0.9524910721  0.80341745                   -1.5473762
## 54               0      -0.4226604758  0.91545034                    0.2718364
## 55               0      -0.4276629814 -0.65301008                    0.2718364
## 56               0      -0.8920260041  0.46731879                    0.2718364
## 57               1      -0.7898008890  0.57935168                    0.2718364
## 58               1      -0.3626304082 -0.87707586                   -0.6377699
## 59               1       1.5687717658  0.01918724                   -1.5473762
## 60               1      -1.1467187908 -1.32520741                    0.2718364
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## 662              0      -0.7878433868 -0.31691142                    1.1814426
## 663              1       0.8651584738  1.02748323                    0.2718364
## 664              0      -0.5379356055 -0.20487853                   -0.6377699
## 665              0      -0.3963429461 -0.31691142                   -0.6377699
## 666              1      -0.0209375236 -0.87707586                    1.1814426
## 667              0       0.3322828740 -0.87707586                   -0.6377699
## 668              0      -0.6486432301 -0.42894431                   -1.5473762
## 669              0      -0.3278303690 -0.54097720                    1.1814426
## 670              0       2.4770527882  1.92374633                    1.1814426
## 671              0       1.5820392808  0.01918724                   -1.5473762
## 672              0      -0.1925452167 -0.42894431                    1.1814426
## 673              0      -0.3245678653 -0.98910875                    0.2718364
## 674              1      -0.9500985695 -0.20487853                    1.1814426
## 675              0      -0.6249357034 -1.10114163                   -0.6377699
## 676              0       2.6967280355  1.02748323                    1.1814426
## 677              0      -0.2527927845 -0.09284565                    0.2718364
## 678              0      -0.0146300165  0.35528590                    1.1814426
## 679              0      -0.2738903083 -0.09284565                    1.1814426
## 680              0      -0.8833259943 -0.65301008                   -0.6377699
## 681              0      -0.4642030225 -1.32520741                    0.2718364
## 682              0      -0.8987685117  0.69138457                    1.1814426
## 683              0      -0.2269102554 -0.09284565                   -1.5473762
## 684              1       0.6631007464  2.25984499                    0.2718364
## 685              0      -0.7998059003 -0.98910875                    0.2718364
## 686              0       0.9260585424 -0.65301008                    0.2718364
## 687              1       0.2528952847 -0.87707586                    0.2718364
## 688              0      -0.8195984226 -0.42894431                    0.2718364
## 689              0      -1.1501987947 -1.99740473                   -0.6377699
## 690              0      -0.8261234299  0.13122013                   -1.5473762
## 691              0      -0.0681350767  0.13122013                    0.2718364
## 692              1       1.1872763364  1.13951612                   -1.5473762
## 693              0       0.0849850957  0.57935168                   -1.5473762
## 694              1      -0.8928960051 -0.76504297                    0.2718364
## 695              0       0.6818057675  0.01918724                    0.2718364
## 696              1      -0.6734382580  1.13951612                    1.1814426
## 697              0       1.9165546573  1.25154900                    0.2718364
## 698              0      -0.1035876166 -0.09284565                    1.1814426
## 699              1      -1.0486261804 -2.10943762                   -0.6377699
## 700              0       2.7602381070  1.02748323                    1.1814426
## 701              0      -0.7800133780 -0.87707586                    1.1814426
## 702              0      -0.1470876656 -0.31691142                   -0.6377699
## 703              1       0.8671159760 -0.20487853                    0.2718364
## 704              1      -0.9226935386 -1.21317452                    1.1814426
## 705              0      -0.8968110095  2.48391077                   -0.6377699
## 706              0      -0.0348575392  0.46731879                    1.1814426
## 707              0       0.1008626135  1.92374633                    1.1814426
## 708              0      -0.9311760482 -0.65301008                    1.1814426
## 709              0      -0.5846981582  0.13122013                    1.1814426
## 710              0       2.5085903237  1.47561478                   -1.5473762
## 711              1       1.2018488528 -0.76504297                   -0.6377699
## 712              0       1.6807843919  2.25984499                   -1.5473762
## 713              0      -0.8333009380  1.25154900                    1.1814426
## 714              0       0.7196508101 -0.09284565                   -1.5473762
## 715              0       0.2602902930 -0.09284565                   -1.5473762
## 716              0      -1.0516711838 -1.43724030                    1.1814426
## 717              0       0.0408325460 -0.76504297                    0.2718364
## 718              0      -0.5938331684 -0.98910875                    0.2718364
## 719              1      -0.3935154430 -0.20487853                    1.1814426
## 720              0       0.2750803096 -0.98910875                    1.1814426
## 721              0       0.6620132452  0.01918724                    0.2718364
## 722              0      -0.1353426523  0.01918724                    0.2718364
## 723              0      -0.7382533310 -0.31691142                    1.1814426
## 724              0       0.5367331042 -0.09284565                    1.1814426
## 725              0      -0.5268430930  0.57935168                    1.1814426
## 726              0      -0.3245678653 -1.32520741                   -1.5473762
## 727              0      -0.7432558366  0.01918724                    0.2718364
## 728              1      -0.5601206305 -0.31691142                    1.1814426
## 729              1      -0.8809334916 -1.21317452                    0.2718364
## 730              0      -0.8411309468 -1.66130607                    0.2718364
## 731              0      -0.3534953979  0.69138457                   -1.5473762
## 732              1      -0.2506177821  0.24325302                    1.1814426
## 733              0      -0.7671808636 -1.10114163                   -1.5473762
## 734              0      -0.3661104121 -0.54097720                    1.1814426
## 735              0      -0.7434733369 -0.31691142                   -1.5473762
## 736              0       0.0238675269 -1.10114163                   -1.5473762
## 737              0       1.2268613810  0.24325302                   -0.6377699
## 738              0      -0.2651902985  2.48391077                    0.2718364
## 739              0      -0.3891654381 -0.20487853                    0.2718364
## 740              0      -0.5892656633 -0.20487853                   -1.5473762
## 741              0       0.4891005505 -1.32520741                   -1.5473762
## 742              0       1.1237662649 -0.65301008                    0.2718364
## 743              0      -0.4578955154  0.01918724                   -1.5473762
## 744              0      -0.6732207578 -1.54927318                    0.2718364
## 745              1      -0.3226103631 -1.32520741                   -1.5473762
## 746              0      -0.8905035024 -1.43724030                    0.2718364
## 747              1      -0.8820209928 -0.87707586                   -1.5473762
## 748              0      -0.2277802564 -0.31691142                    1.1814426
## 749              0      -0.5401106080 -1.43724030                   -0.6377699
## 750              0      -0.8461334524 -0.42894431                    0.2718364
## 751              1      -0.8846309958 -1.88537185                    1.1814426
## 752              1      -0.8891985009 -0.65301008                    1.1814426
## 753              1       1.0559061886  1.47561478                   -0.6377699
## 754              0       0.2009127262  1.02748323                    0.2718364
## 755              0       1.5570267526  1.92374633                   -1.5473762
## 756              0      -0.5833931567  0.80341745                   -1.5473762
## 757              1      -0.5168380818 -0.20487853                    1.1814426
## 758              0       0.0567100638  1.36358189                   -1.5473762
## 759              0      -0.6708282551  0.13122013                    1.1814426
## 760              1       2.7043405441  0.91545034                   -1.5473762
## 761              1      -0.8670134759 -0.87707586                    1.1814426
## 762              1       2.2536800368  1.13951612                    0.2718364
## 763              0      -0.0520400586  0.46731879                    0.2718364
## 764              0      -0.0094100106  1.47561478                    1.1814426
## 765              0      -0.5770856496 -0.31691142                    0.2718364
## 766              1      -0.1351251521  0.91545034                    0.2718364
## 767              0      -0.6556032380  0.46731879                   -0.6377699
## 768              0       0.9878286119  0.35528590                    0.2718364
## 769              0       0.2150502421  1.02748323                    1.1814426
## 770              0      -0.1734051952  0.91545034                   -0.6377699
## 771              0      -0.3715479182 -0.42894431                   -0.6377699
## 772              0       0.8836459947  1.02748323                   -0.6377699
## 773              0       0.9891336134  0.24325302                    0.2718364
## 774              1      -0.6529932350 -0.09284565                    1.1814426
## 775              1       0.8120884141  0.57935168                    1.1814426
## 776              0      -0.6275457064 -1.54927318                   -1.5473762
## 777              0      -0.9409635592 -0.76504297                    0.2718364
## 778              0      -0.7750108724 -0.54097720                    0.2718364
## 779              0      -0.8309084353 -1.21317452                    1.1814426
## 780              1      -0.3487103925 -0.87707586                   -1.5473762
## 781              1      -0.7069332957  0.46731879                   -0.6377699
## 782              0      -0.3996054498  0.24325302                    1.1814426
## 783              1      -0.8946360070 -0.42894431                    1.1814426
## 784              0      -0.4026504532 -0.42894431                   -0.6377699
## 785              0      -0.3071678458  1.13951612                    0.2718364
## 786              0       2.1819049560 -0.65301008                   -1.5473762
## 787              0       1.4628491466  1.58764767                   -1.5473762
## 788              0      -0.3152153548  1.69968055                    0.2718364
## 789              0       2.7508855965  2.03577922                    0.2718364
## 790              0      -0.9340035513 -1.32520741                    1.1814426
## 791              0      -0.3482753920  1.36358189                    0.2718364
## 792              0      -0.8872409987 -0.31691142                    1.1814426
## 793              1       0.2970478344  0.13122013                    1.1814426
## 794              0       0.8059984073 -0.09284565                    0.2718364
## 795              1       0.0899876013  1.36358189                    1.1814426
## 796              1      -0.6616932448 -0.42894431                   -1.5473762
## 797              1       1.5454992397  0.91545034                    0.2718364
## 798              1      -0.8683184774 -1.66130607                    0.2718364
## 799              1      -0.9855511094 -1.99740473                   -1.5473762
## 800              0       0.0982526106 -0.09284565                    1.1814426
## 801              0      -0.2206027483 -0.42894431                    0.2718364
## 802              1       0.0417025469 -0.65301008                   -0.6377699
## 803              1       2.3224101142  0.24325302                    0.2718364
## 804              1       0.6942032814 -0.20487853                    1.1814426
## 805              0      -0.9457485646  0.80341745                   -0.6377699
## 806              1       0.4199354727 -0.09284565                    1.1814426
## 807              0      -0.0344225387 -1.32520741                   -1.5473762
## 808              0      -0.8846309958 -1.66130607                    0.2718364
## 809              0      -0.7673983638 -0.76504297                   -0.6377699
## 810              1      -0.7247683158 -1.10114163                    0.2718364
## 811              0      -0.7217233124 -0.76504297                    0.2718364
## 812              0      -0.6875757740 -1.32520741                   -1.5473762
## 813              1      -0.4633330215 -1.43724030                    1.1814426
## 814              0       2.8857357483  1.13951612                    1.1814426
## 815              0      -0.7593508547  0.13122013                   -0.6377699
## 816              0      -0.7850158836 -0.42894431                   -1.5473762
## 817              1       0.1058651192 -0.76504297                    0.2718364
## 818              0       1.1529112977 -0.42894431                    0.2718364
## 819              0      -0.7982833986 -0.76504297                   -0.6377699
## 820              1       0.7533633480 -0.98910875                    1.1814426
## 821              0      -0.6695232536 -0.54097720                   -0.6377699
## 822              0       0.1176101324 -0.87707586                    1.1814426
## 823              0       0.0699775788 -0.31691142                    1.1814426
## 824              0      -0.8222084255 -0.65301008                    0.2718364
## 825              1      -0.3756804229 -0.09284565                    0.2718364
## 826              0       2.8789932407  1.02748323                    1.1814426
## 827              0       0.3851354335 -0.65301008                   -1.5473762
## 828              1      -0.4028679535 -0.31691142                    0.2718364
## 829              0      -0.8530934603  0.13122013                    0.2718364
## 830              0       2.5686203913  1.47561478                   -1.5473762
## 831              1      -0.5997056750  0.91545034                    1.1814426
## 832              1      -1.0255711544 -1.99740473                    1.1814426
## 833              0      -0.6947532820 -0.98910875                    1.1814426
## 834              0      -0.8348234397 -1.99740473                    0.2718364
## 835              1       1.5631167595  2.03577922                    1.1814426
## 836              0       0.5315130983  0.01918724                   -1.5473762
## 837              1      -0.7382533310  0.01918724                    0.2718364
## 838              0      -0.2290852579 -0.31691142                    1.1814426
## 839              1       0.8575459653  1.13951612                    0.2718364
## 840              0       2.8872582500  1.25154900                    1.1814426
## 841              0      -1.0810337168 -2.10943762                    0.2718364
## 842              0       0.3475078912 -0.87707586                   -0.6377699
## 843              0       1.6172743204  1.69968055                    0.2718364
## 844              0       0.4588680165 -0.31691142                    1.1814426
## 845              0      -0.0785750884 -0.31691142                    1.1814426
## 846              0      -0.3985179486 -0.98910875                    0.2718364
## 847              0      -1.0673312014 -1.99740473                   -0.6377699
## 848              0       0.7009457890  0.24325302                    0.2718364
## 849              1      -0.0022325025  0.35528590                    0.2718364
## 850              0      -0.8365634417 -1.21317452                    0.2718364
## 851              1      -0.3983004483 -0.65301008                   -0.6377699
## 852              0      -0.9100785244 -0.76504297                    1.1814426
## 853              1      -0.4779055379 -0.87707586                    1.1814426
## 854              0      -0.1586151785 -0.98910875                   -0.6377699
## 855              1      -0.3484928923 -0.20487853                    1.1814426
## 856              0      -0.8670134759 -0.20487853                    1.1814426
## 857              1      -0.8119859140 -0.76504297                    1.1814426
## 858              0       0.5552206250 -0.65301008                    0.2718364
## 859              0      -0.9031185166  0.46731879                    0.2718364
## 860              0       0.3453328887  0.80341745                   -1.5473762
## 861              0      -0.7726183697  1.58764767                   -0.6377699
## 862              0       0.8353609403  0.69138457                    1.1814426
## 863              1      -0.2362627659 -0.31691142                   -1.5473762
## 864              1       1.6050943067  1.13951612                    1.1814426
## 865              1       0.6502682320  0.91545034                   -0.6377699
## 866              0       0.3279328691  1.25154900                    1.1814426
## 867              0      -0.4187454713 -0.54097720                    0.2718364
## 868              1      -0.3913404405  1.13951612                    0.2718364
## 869              1      -0.4161354684  0.91545034                   -1.5473762
## 870              0      -0.4274454811 -0.20487853                   -0.6377699
##     OverTimeScale YearsAtCompanyScale
## 1      -0.6381993        -0.325868996
## 2      -0.6381993         2.165396614
## 3      -0.6381993        -0.824122118
## 4      -0.6381993         1.168890370
## 5       1.5651077        -0.159784622
## 6      -0.6381993         0.338468500
## 7       1.5651077        -0.491953370
## 8       1.5651077        -0.990206492
## 9       1.5651077        -0.990206492
## 10     -0.6381993         0.172384126
## 11     -0.6381993         1.501059118
## 12     -0.6381993        -0.658037744
## 13     -0.6381993         0.172384126
## 14     -0.6381993        -0.990206492
## 15     -0.6381993         0.006299752
## 16     -0.6381993         0.338468500
## 17     -0.6381993         0.172384126
## 18     -0.6381993        -0.990206492
## 19      1.5651077        -0.325868996
## 20     -0.6381993        -0.824122118
## 21      1.5651077        -0.658037744
## 22     -0.6381993        -0.824122118
## 23      1.5651077         0.172384126
## 24     -0.6381993        -0.325868996
## 25     -0.6381993        -0.325868996
## 26     -0.6381993         2.497565362
## 27     -0.6381993         0.338468500
## 28      1.5651077        -0.325868996
## 29      1.5651077        -0.824122118
## 30     -0.6381993        -0.491953370
## 31     -0.6381993         0.172384126
## 32     -0.6381993         1.168890370
## 33      1.5651077         0.006299752
## 34     -0.6381993         0.172384126
## 35     -0.6381993        -0.990206492
## 36     -0.6381993        -0.325868996
## 37     -0.6381993         1.002805996
## 38      1.5651077        -0.824122118
## 39     -0.6381993         0.006299752
## 40     -0.6381993        -0.824122118
## 41     -0.6381993         1.501059118
## 42     -0.6381993         0.172384126
## 43      1.5651077        -0.824122118
## 44     -0.6381993        -0.990206492
## 45     -0.6381993        -0.990206492
## 46     -0.6381993         0.836721622
## 47     -0.6381993        -1.156290866
## 48      1.5651077         0.172384126
## 49      1.5651077        -1.156290866
## 50     -0.6381993        -0.824122118
## 51     -0.6381993        -1.156290866
## 52      1.5651077         0.338468500
## 53     -0.6381993         0.504552874
## 54     -0.6381993         0.338468500
## 55     -0.6381993         0.670637248
## 56     -0.6381993        -0.325868996
## 57      1.5651077        -0.824122118
## 58      1.5651077         0.504552874
## 59      1.5651077        -0.325868996
## 60      1.5651077        -0.990206492
## 61      1.5651077         1.501059118
## 62     -0.6381993         0.006299752
## 63     -0.6381993        -0.824122118
## 64     -0.6381993        -1.156290866
## 65     -0.6381993        -0.990206492
## 66      1.5651077        -0.159784622
## 67     -0.6381993         1.667143492
## 68     -0.6381993        -0.325868996
## 69     -0.6381993        -0.658037744
## 70     -0.6381993         1.667143492
## 71     -0.6381993        -0.325868996
## 72     -0.6381993        -0.325868996
## 73      1.5651077        -0.990206492
## 74      1.5651077        -0.990206492
## 75      1.5651077         0.172384126
## 76     -0.6381993         0.836721622
## 77      1.5651077         0.504552874
## 78     -0.6381993         3.161902858
## 79     -0.6381993         1.999312240
## 80      1.5651077        -0.990206492
## 81     -0.6381993        -0.990206492
## 82     -0.6381993         0.006299752
## 83     -0.6381993         0.172384126
## 84      1.5651077         0.006299752
## 85      1.5651077         1.501059118
## 86      1.5651077        -0.325868996
## 87     -0.6381993         0.006299752
## 88      1.5651077        -0.491953370
## 89     -0.6381993         0.338468500
## 90     -0.6381993        -0.824122118
## 91      1.5651077        -0.990206492
## 92     -0.6381993         0.670637248
## 93      1.5651077        -1.156290866
## 94      1.5651077        -0.325868996
## 95     -0.6381993        -0.325868996
## 96     -0.6381993         2.165396614
## 97     -0.6381993         1.002805996
## 98     -0.6381993        -0.990206492
## 99     -0.6381993        -0.658037744
## 100    -0.6381993        -0.325868996
## 101    -0.6381993        -0.325868996
## 102    -0.6381993         1.002805996
## 103    -0.6381993        -0.658037744
## 104    -0.6381993        -0.658037744
## 105    -0.6381993         0.338468500
## 106    -0.6381993         0.172384126
## 107    -0.6381993         0.504552874
## 108     1.5651077         0.504552874
## 109    -0.6381993         0.338468500
## 110    -0.6381993        -0.491953370
## 111     1.5651077        -0.658037744
## 112    -0.6381993         0.338468500
## 113    -0.6381993         0.172384126
## 114    -0.6381993        -0.990206492
## 115     1.5651077         0.006299752
## 116     1.5651077         0.504552874
## 117    -0.6381993        -0.491953370
## 118     1.5651077        -0.491953370
## 119    -0.6381993         0.338468500
## 120    -0.6381993         1.168890370
## 121    -0.6381993         0.172384126
## 122     1.5651077        -0.824122118
## 123     1.5651077        -0.325868996
## 124    -0.6381993         0.006299752
## 125    -0.6381993         0.504552874
## 126     1.5651077         0.504552874
## 127     1.5651077         0.504552874
## 128    -0.6381993         0.338468500
## 129     1.5651077         2.165396614
## 130    -0.6381993         1.999312240
## 131     1.5651077         0.504552874
## 132    -0.6381993        -0.325868996
## 133    -0.6381993        -0.159784622
## 134    -0.6381993        -0.325868996
## 135    -0.6381993         0.338468500
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## 601    -0.6381993        -0.990206492
## 602    -0.6381993        -0.159784622
## 603     1.5651077         0.172384126
## 604    -0.6381993         0.504552874
## 605    -0.6381993        -0.824122118
## 606    -0.6381993        -0.325868996
## 607    -0.6381993        -0.491953370
## 608     1.5651077         0.172384126
## 609    -0.6381993         0.006299752
## 610    -0.6381993        -0.824122118
## 611    -0.6381993         0.338468500
## 612     1.5651077         0.172384126
## 613    -0.6381993         0.338468500
## 614     1.5651077        -0.990206492
## 615    -0.6381993         0.172384126
## 616    -0.6381993         1.334974744
## 617    -0.6381993        -0.325868996
## 618     1.5651077        -0.491953370
## 619    -0.6381993         0.006299752
## 620    -0.6381993        -0.990206492
## 621     1.5651077        -0.990206492
## 622     1.5651077         1.999312240
## 623    -0.6381993        -0.491953370
## 624     1.5651077         0.338468500
## 625    -0.6381993        -1.156290866
## 626    -0.6381993        -0.325868996
## 627     1.5651077        -0.325868996
## 628     1.5651077         0.670637248
## 629    -0.6381993        -0.658037744
## 630    -0.6381993         0.172384126
## 631    -0.6381993        -0.325868996
## 632    -0.6381993         1.168890370
## 633     1.5651077        -0.990206492
## 634    -0.6381993        -0.990206492
## 635    -0.6381993        -0.990206492
## 636    -0.6381993        -0.824122118
## 637    -0.6381993         2.497565362
## 638    -0.6381993         0.172384126
## 639     1.5651077        -0.159784622
## 640    -0.6381993        -0.491953370
## 641    -0.6381993        -0.990206492
## 642    -0.6381993         0.006299752
## 643    -0.6381993         0.338468500
## 644     1.5651077        -0.325868996
## 645    -0.6381993        -0.990206492
## 646    -0.6381993         0.836721622
## 647    -0.6381993        -1.156290866
## 648    -0.6381993        -0.658037744
## 649    -0.6381993         1.334974744
## 650     1.5651077        -0.491953370
## 651    -0.6381993        -0.658037744
## 652     1.5651077         0.670637248
## 653    -0.6381993         1.833227866
## 654    -0.6381993        -1.156290866
## 655    -0.6381993        -0.824122118
## 656     1.5651077        -0.325868996
## 657    -0.6381993         0.504552874
## 658    -0.6381993         1.168890370
## 659     1.5651077        -0.325868996
## 660    -0.6381993        -0.159784622
## 661    -0.6381993         0.504552874
## 662    -0.6381993         0.006299752
## 663     1.5651077         0.504552874
## 664    -0.6381993        -0.658037744
## 665    -0.6381993         0.338468500
## 666     1.5651077        -0.658037744
## 667    -0.6381993         0.670637248
## 668    -0.6381993        -0.491953370
## 669    -0.6381993         0.504552874
## 670    -0.6381993         0.504552874
## 671    -0.6381993        -0.325868996
## 672    -0.6381993        -0.159784622
## 673    -0.6381993        -0.491953370
## 674     1.5651077         0.504552874
## 675    -0.6381993        -0.658037744
## 676    -0.6381993         0.670637248
## 677    -0.6381993         0.338468500
## 678    -0.6381993         0.504552874
## 679    -0.6381993        -0.491953370
## 680    -0.6381993         0.006299752
## 681    -0.6381993        -0.325868996
## 682    -0.6381993        -0.658037744
## 683    -0.6381993        -0.658037744
## 684     1.5651077        -0.325868996
## 685    -0.6381993        -0.325868996
## 686    -0.6381993         1.002805996
## 687     1.5651077         0.172384126
## 688    -0.6381993        -0.658037744
## 689    -0.6381993        -0.990206492
## 690    -0.6381993         0.670637248
## 691    -0.6381993        -0.159784622
## 692     1.5651077         0.504552874
## 693    -0.6381993        -0.990206492
## 694     1.5651077        -0.990206492
## 695    -0.6381993        -0.159784622
## 696     1.5651077        -0.658037744
## 697    -0.6381993        -0.824122118
## 698    -0.6381993         1.002805996
## 699     1.5651077        -1.156290866
## 700    -0.6381993        -0.491953370
## 701    -0.6381993        -0.990206492
## 702    -0.6381993        -0.159784622
## 703     1.5651077         1.002805996
## 704     1.5651077        -0.325868996
## 705    -0.6381993        -0.824122118
## 706    -0.6381993         1.168890370
## 707    -0.6381993         0.006299752
## 708    -0.6381993        -0.658037744
## 709    -0.6381993        -0.325868996
## 710    -0.6381993         3.992324728
## 711     1.5651077         0.338468500
## 712    -0.6381993        -0.990206492
## 713    -0.6381993        -0.990206492
## 714    -0.6381993         1.002805996
## 715    -0.6381993         0.504552874
## 716    -0.6381993        -0.990206492
## 717    -0.6381993         0.504552874
## 718    -0.6381993         0.172384126
## 719     1.5651077         0.670637248
## 720    -0.6381993         0.338468500
## 721    -0.6381993         0.504552874
## 722    -0.6381993        -0.491953370
## 723    -0.6381993        -0.491953370
## 724    -0.6381993         1.168890370
## 725    -0.6381993        -1.156290866
## 726    -0.6381993        -0.491953370
## 727    -0.6381993        -0.325868996
## 728     1.5651077        -0.325868996
## 729     1.5651077        -0.990206492
## 730    -0.6381993        -0.824122118
## 731    -0.6381993        -0.990206492
## 732     1.5651077        -0.990206492
## 733    -0.6381993        -0.990206492
## 734    -0.6381993        -0.491953370
## 735    -0.6381993        -0.990206492
## 736    -0.6381993         0.172384126
## 737    -0.6381993         2.165396614
## 738    -0.6381993        -0.159784622
## 739    -0.6381993        -0.325868996
## 740    -0.6381993        -0.658037744
## 741    -0.6381993        -0.824122118
## 742    -0.6381993        -0.325868996
## 743    -0.6381993         0.504552874
## 744    -0.6381993        -0.658037744
## 745     1.5651077        -0.325868996
## 746    -0.6381993        -0.990206492
## 747     1.5651077        -0.824122118
## 748    -0.6381993         1.002805996
## 749    -0.6381993        -0.159784622
## 750    -0.6381993        -0.658037744
## 751     1.5651077        -0.824122118
## 752     1.5651077        -0.658037744
## 753     1.5651077         3.826240354
## 754    -0.6381993         0.172384126
## 755    -0.6381993        -0.491953370
## 756    -0.6381993        -0.325868996
## 757     1.5651077         0.504552874
## 758    -0.6381993        -0.658037744
## 759    -0.6381993        -1.156290866
## 760     1.5651077         2.829734110
## 761     1.5651077        -1.156290866
## 762     1.5651077         3.161902858
## 763    -0.6381993         1.999312240
## 764    -0.6381993         1.833227866
## 765    -0.6381993        -0.658037744
## 766     1.5651077         0.504552874
## 767    -0.6381993         0.504552874
## 768    -0.6381993        -0.990206492
## 769    -0.6381993        -0.159784622
## 770    -0.6381993         1.334974744
## 771    -0.6381993         0.006299752
## 772    -0.6381993         2.829734110
## 773    -0.6381993         1.999312240
## 774     1.5651077        -0.990206492
## 775     1.5651077         2.165396614
## 776    -0.6381993        -0.824122118
## 777    -0.6381993        -0.325868996
## 778    -0.6381993        -0.990206492
## 779    -0.6381993         0.006299752
## 780     1.5651077        -0.824122118
## 781     1.5651077        -0.491953370
## 782    -0.6381993         2.165396614
## 783     1.5651077        -0.491953370
## 784    -0.6381993         0.504552874
## 785    -0.6381993        -0.990206492
## 786    -0.6381993        -0.658037744
## 787    -0.6381993        -0.824122118
## 788    -0.6381993         0.172384126
## 789    -0.6381993        -0.990206492
## 790    -0.6381993        -0.824122118
## 791    -0.6381993        -0.658037744
## 792    -0.6381993        -0.658037744
## 793     1.5651077        -0.325868996
## 794    -0.6381993         1.667143492
## 795     1.5651077         0.006299752
## 796     1.5651077         0.504552874
## 797     1.5651077         2.165396614
## 798     1.5651077        -0.990206492
## 799     1.5651077        -0.990206492
## 800    -0.6381993        -0.325868996
## 801    -0.6381993        -0.325868996
## 802     1.5651077        -0.159784622
## 803     1.5651077         2.331480988
## 804     1.5651077         0.172384126
## 805    -0.6381993        -0.658037744
## 806     1.5651077         0.836721622
## 807    -0.6381993        -0.658037744
## 808    -0.6381993        -0.824122118
## 809    -0.6381993         0.504552874
## 810     1.5651077        -0.325868996
## 811    -0.6381993         0.836721622
## 812    -0.6381993        -0.658037744
## 813     1.5651077        -0.325868996
## 814    -0.6381993        -0.325868996
## 815    -0.6381993        -0.824122118
## 816    -0.6381993         1.168890370
## 817     1.5651077        -1.156290866
## 818    -0.6381993         1.002805996
## 819    -0.6381993        -0.325868996
## 820     1.5651077        -0.824122118
## 821    -0.6381993        -0.658037744
## 822    -0.6381993        -0.658037744
## 823    -0.6381993         0.172384126
## 824    -0.6381993        -0.824122118
## 825     1.5651077        -0.658037744
## 826    -0.6381993        -0.824122118
## 827    -0.6381993        -0.990206492
## 828     1.5651077        -0.658037744
## 829    -0.6381993        -0.159784622
## 830    -0.6381993         4.158409102
## 831     1.5651077         0.338468500
## 832     1.5651077        -1.156290866
## 833    -0.6381993        -0.159784622
## 834    -0.6381993        -0.990206492
## 835     1.5651077         4.324493476
## 836    -0.6381993         0.338468500
## 837     1.5651077        -0.159784622
## 838    -0.6381993         0.504552874
## 839     1.5651077         2.497565362
## 840    -0.6381993         2.497565362
## 841    -0.6381993        -1.156290866
## 842    -0.6381993         0.504552874
## 843    -0.6381993         0.338468500
## 844    -0.6381993         0.338468500
## 845    -0.6381993        -0.824122118
## 846    -0.6381993         0.504552874
## 847    -0.6381993        -0.990206492
## 848    -0.6381993         1.833227866
## 849     1.5651077        -0.159784622
## 850    -0.6381993         0.006299752
## 851     1.5651077        -0.824122118
## 852    -0.6381993         0.504552874
## 853     1.5651077         0.338468500
## 854    -0.6381993         0.172384126
## 855     1.5651077        -0.658037744
## 856    -0.6381993        -0.990206492
## 857     1.5651077        -0.325868996
## 858    -0.6381993         0.504552874
## 859    -0.6381993        -0.325868996
## 860    -0.6381993         0.504552874
## 861    -0.6381993         0.006299752
## 862    -0.6381993         2.331480988
## 863     1.5651077        -0.325868996
## 864     1.5651077         2.497565362
## 865     1.5651077        -0.658037744
## 866    -0.6381993         0.504552874
## 867    -0.6381993        -0.658037744
## 868     1.5651077        -0.325868996
## 869     1.5651077        -0.658037744
## 870    -0.6381993        -0.159784622
head(employeeClean)
##   ID Age Attrition    BusinessTravel DailyRate             Department
## 1  1  32        No     Travel_Rarely       117                  Sales
## 2  2  40        No     Travel_Rarely      1308 Research & Development
## 3  3  35        No Travel_Frequently       200 Research & Development
## 4  4  32        No     Travel_Rarely       801                  Sales
## 5  5  24        No Travel_Frequently       567 Research & Development
## 6  6  27        No Travel_Frequently       294 Research & Development
##   DistanceFromHome Education   EducationField EmployeeCount EmployeeNumber
## 1               13         4    Life Sciences             1            859
## 2               14         3          Medical             1           1128
## 3               18         2    Life Sciences             1           1412
## 4                1         4        Marketing             1           2016
## 5                2         1 Technical Degree             1           1646
## 6               10         2    Life Sciences             1            733
##   EnvironmentSatisfaction Gender HourlyRate JobInvolvement JobLevel
## 1                       2   Male         73              3        2
## 2                       3   Male         44              2        5
## 3                       3   Male         60              3        3
## 4                       3 Female         48              3        3
## 5                       1 Female         32              3        1
## 6                       4   Male         32              3        3
##                  JobRole JobSatisfaction MaritalStatus MonthlyIncome
## 1        Sales Executive               4      Divorced          4403
## 2      Research Director               3        Single         19626
## 3 Manufacturing Director               4        Single          9362
## 4        Sales Executive               4       Married         10422
## 5     Research Scientist               4        Single          3760
## 6 Manufacturing Director               1      Divorced          8793
##   MonthlyRate NumCompaniesWorked Over18 OverTime PercentSalaryHike
## 1        9250                  2      Y       No                11
## 2       17544                  1      Y       No                14
## 3       19944                  2      Y       No                11
## 4       24032                  1      Y       No                19
## 5       17218                  1      Y      Yes                13
## 6        4809                  1      Y       No                21
##   PerformanceRating RelationshipSatisfaction StandardHours StockOptionLevel
## 1                 3                        3            80                1
## 2                 3                        1            80                0
## 3                 3                        3            80                0
## 4                 3                        3            80                2
## 5                 3                        3            80                0
## 6                 4                        3            80                2
##   TotalWorkingYears TrainingTimesLastYear WorkLifeBalance YearsAtCompany
## 1                 8                     3               2              5
## 2                21                     2               4             20
## 3                10                     2               3              2
## 4                14                     3               3             14
## 5                 6                     2               3              6
## 6                 9                     4               2              9
##   YearsInCurrentRole YearsSinceLastPromotion YearsWithCurrManager
## 1                  2                       0                    3
## 2                  7                       4                    9
## 3                  2                       2                    2
## 4                 10                       5                    7
## 5                  3                       1                    3
## 6                  7                       1                    7
##   OverTimeBinary MonthlyIncomeScale   AgeScale EnvironmentSatisfactionScale
## 1              0         -0.4322305 -0.5409772                   -0.6377699
## 2              0          2.8787757  0.3552859                    0.2718364
## 3              0          0.6463532 -0.2048785                    0.2718364
## 4              0          0.8769035 -0.5409772                    0.2718364
## 5              1         -0.5720831 -1.4372403                   -1.5473762
## 6              0          0.5225956 -1.1011416                    1.1814426
##   OverTimeScale YearsAtCompanyScale
## 1    -0.6381993          -0.3258690
## 2    -0.6381993           2.1653966
## 3    -0.6381993          -0.8241221
## 4    -0.6381993           1.1688904
## 5     1.5651077          -0.1597846
## 6    -0.6381993           0.3384685

#Plotted correlation between Attrition and other columns

#Attrition Count
ggplotly(employeeClean %>% ggplot(aes(x = Attrition, fill = Attrition)) + geom_bar() + labs(title = "Attrition Count", x = "Attrition"))
#Attrition Vs. Age
ggplotly(employeeClean %>% ggplot(aes(x = Age, fill = Attrition)) + geom_histogram() + ggtitle("Attrition Vs. Age"))
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#Attrition vs. Business Travel
ggplotly(employeeClean %>% ggplot(aes(x = BusinessTravel, fill = Attrition)) + geom_bar(position = "fill") + ggtitle("Attrition Vs. Business Travel"))
#Categorizing Daily Rates into groups
min(employeeClean$DailyRate)
## [1] 103
max(employeeClean$DailyRate)
## [1] 1499
employeeClean$DailyRateGroups <- as.factor(ifelse(employeeClean$DailyRate<501, "0-500", ifelse(employeeClean$DailyRate<1001, "501-1000", ifelse(employeeClean$DailyRate<1501, "1001-1500"))))

#Attrition vs. Daily Rate
ggplotly(employeeClean %>% ggplot(aes(x = DailyRateGroups, fill = Attrition)) + geom_bar() + ggtitle("Attrition Vs. Daily Rate"))
#Attrition vs. Department
ggplotly(employeeClean %>% ggplot(aes(x = Department, fill = Attrition)) + geom_bar() + ggtitle("Attrition Vs. Department"))
#Categorizing Distance from Home into groups
min(employeeClean$DistanceFromHome)
## [1] 1
max(employeeClean$DistanceFromHome)
## [1] 29
employeeClean$DistanceFromHomeGroups <- as.factor(ifelse(employeeClean$DistanceFromHome<11, "0-10", ifelse(employeeClean$DistanceFromHome<21, "11-20", ifelse(employeeClean$DistanceFromHome<31, "21-30"))))

#Attrition vs. Distance From Home
ggplotly(employeeClean %>% ggplot(aes(x = DistanceFromHomeGroups, fill = Attrition)) + geom_bar() + ggtitle("Attrition Vs. Distance From Home"))
#Converting Education into Factors
employeeClean$EducationFactor <- as.factor(employeeClean$Education)

#Attrition vs. Education
ggplotly(employeeClean %>% ggplot(aes(x = EducationFactor, fill = Attrition)) + geom_bar() + ggtitle("Attrition Vs. Education"))
#Converting Education Field into Factors
employeeClean$EducationFieldFactor <- as.factor(employeeClean$EducationField)

#Attrition vs. Education Field
ggplotly(employeeClean %>% ggplot(aes(x = EducationFieldFactor, fill = Attrition)) + geom_bar() + ggtitle("Attrition Vs. Education Field"))
#Converting Environment Satisfaction into Factors
employeeClean$EnvironmentSatisfactionFactor <- as.factor(employeeClean$EnvironmentSatisfaction)

#Attrition vs. Environment Satisfaction
ggplotly(employeeClean %>% ggplot(aes(x = EnvironmentSatisfactionFactor, fill = Attrition)) + geom_bar() + ggtitle("Attrition Vs. Environment Satisfaction"))
#Attrition vs. Gender
ggplotly(employeeClean %>% ggplot(aes(x = Gender, fill = Attrition)) + geom_bar() + ggtitle("Attrition Vs. Gender"))
#Categorizing Hourly Rates into groups
min(employeeClean$HourlyRate)
## [1] 30
max(employeeClean$HourlyRate)
## [1] 100
employeeClean$HourlyRateGroups <- as.factor(ifelse(employeeClean$HourlyRate<56, "0-55", ifelse(employeeClean$HourlyRate<81, "56-80", ifelse(employeeClean$HourlyRate<106, "81-105"))))

#Attrition vs. Hourly Rates
ggplotly(employeeClean %>% ggplot(aes(x = HourlyRateGroups, fill = Attrition)) + geom_bar() + ggtitle("Attrition Vs. Hourly Rates"))
#Attrition vs. Job Involvement
ggplotly(employeeClean %>% ggplot(aes(x = JobInvolvement, fill = Attrition)) + geom_bar() + ggtitle("Attrition Vs. Job Involvement"))
#Attrition vs. Job Level
ggplotly(employeeClean %>% ggplot(aes(x = JobLevel, fill = Attrition)) + geom_bar(position = "fill") + ggtitle("Attrition Vs. Job Level"))
#Attrition vs. Job Role
ggplotly(employeeClean %>% ggplot(aes(x = JobRole, fill = Attrition)) + geom_bar(position = "fill") + ggtitle("Attrition Vs. Job Role"))
#Attrition Vs. Job Satisfaction
ggplotly(employeeClean %>% ggplot(aes(x = JobSatisfaction, fill = Attrition)) + geom_bar() + ggtitle("Attrition Vs. Job Satisfaction"))
#Attrition Vs. Marital Status
ggplotly(employeeClean %>% ggplot(aes(x = MaritalStatus, fill = Attrition))+ geom_bar() + ggtitle("Attrition Vs. Marital Status"))
#Attrition Vs. Monthly Income
ggplotly(employeeClean %>% ggplot(aes(x = MonthlyIncome, fill = Attrition)) + geom_histogram() + ggtitle("Attrition Vs. Monthly Income"))
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#Attrition Vs. Monthly Rate
ggplotly(employeeClean %>% ggplot(aes(x = MonthlyRate, fill = Attrition)) + geom_histogram() + ggtitle("Attrition Vs. Monthly Rate"))
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#Attrition Vs. Number of Companies Worked
ggplotly(employeeClean %>% ggplot(aes(x = NumCompaniesWorked, fill = Attrition)) + geom_histogram() + ggtitle("Attrition Vs. Number of Companies Worked"))
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#Attrition Vs. Overtime
ggplotly(employeeClean %>% ggplot(aes(x = OverTime, fill = Attrition)) + geom_bar(position = "fill") + ggtitle("Attrition Vs. Overtime"))
#Attrition Vs. Percent of Salary Hike
ggplotly(employeeClean %>% ggplot(aes(x = PercentSalaryHike, fill = Attrition)) + geom_bar() + ggtitle("Attrition Vs. Percent of Salary Hike"))
#Converting Performance Rating into Factors
employeeClean$PerformanceRatingFactor <- as.factor(employeeClean$PerformanceRating)

#Attrition Vs. Performance Rating
ggplotly(employeeClean %>% ggplot(aes(x = PerformanceRatingFactor, fill = Attrition)) + geom_bar() + ggtitle("Attrition Vs. Performance Rating"))
#Attrition Vs. Relationship Satisfaction
ggplotly(employeeClean %>% ggplot(aes(x = RelationshipSatisfaction, fill = Attrition)) + geom_bar(position = "fill") + ggtitle("Attrition Vs. Relationship Satisfaction"))
#Attrition Vs. Stock Option Level
ggplotly(employeeClean %>% ggplot(aes(x = StockOptionLevel, fill = Attrition)) + geom_bar(position = "fill") + ggtitle("Attrition Vs. Stock Option Level"))
#Attrition Vs. Total Working Years
ggplotly(employeeClean %>% ggplot(aes(x = TotalWorkingYears, fill = Attrition)) + geom_bar(position = "fill") + ggtitle("Attrition Vs. Total Working Years"))
#Attrition Vs. Training Times Last Year
ggplotly(employeeClean %>% ggplot(aes(x = TrainingTimesLastYear, fill = Attrition)) + geom_histogram() + ggtitle("Attrition Vs. Training Times Last Year"))
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#Attrition Vs. Work Life Balance
ggplotly(employeeClean %>% ggplot(aes(x = WorkLifeBalance, fill = Attrition)) + geom_histogram() + ggtitle("Attrition Vs. Work Life Balance"))
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#Attrition Vs. Years at the Company
ggplotly(employeeClean %>% ggplot(aes(x = YearsAtCompany, fill = Attrition)) + geom_histogram() + ggtitle("Attrition Vs. Years At the Company"))
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#Attrition Vs. Years in Current Role
ggplotly(employeeClean %>% ggplot(aes(x = YearsInCurrentRole, fill = Attrition)) + geom_histogram() + ggtitle("Attrition Vs. Years in Current Role"))
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#Attrition Vs. Years Since Last Promotion
ggplotly(employeeClean %>% ggplot(aes(x = YearsSinceLastPromotion, fill = Attrition)) + geom_histogram() + ggtitle("Attrition Vs. Years Since Last Promotion"))
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#Attrition Vs. Years with Current Manager
ggplotly(employeeClean %>% ggplot(aes(x = YearsWithCurrManager, fill = Attrition)) + geom_histogram() + ggtitle("Attrition Vs. Years with Current Manager"))
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
#Job Satisfaction Vs. Job Involvement
ggplotly(employeeClean %>% ggplot(aes(x = JobSatisfaction, y = JobInvolvement, color = Attrition)) + geom_point(position = "jitter") + ggtitle("Job Satisfaction Vs. Job Involvement"))
#Job Role Vs. Job Satisfaction
ggplotly(employeeClean %>% ggplot(aes(x = JobRole, y = JobSatisfaction, color = Attrition)) + geom_point(position = "jitter") + ggtitle("Job Role Vs. Job Satisfaction"))
#Job Role Vs. Work Life Balance
ggplotly(employeeClean %>% ggplot(aes(x = JobRole, y = WorkLifeBalance, color = Attrition)) + geom_point(position = "jitter") + ggtitle("Job Role Vs. Work Life Balance"))

#Ran test to find K

# Loop for many k and the average of many training / test partition
set.seed(4)

iterations = 500
numks = 30
masterAcc = matrix(nrow = iterations, ncol = numks)

for(j in 1:iterations)
{
  accs = data.frame(accuracy = numeric(30), k = numeric(30))
  trainIndices = sample(1:dim(employeeClean)[1], round(0.70* dim(employeeClean)[1]))
  train = employeeClean[trainIndices,]
  test = employeeClean[-trainIndices,]
  for(i in 1:numks)
  {
    classifications = knn(train[,c(37,38,40)], test[,c(37,38,40)], train$Attrition, prob = TRUE, k = i)
    table(classifications, test$Attrition)
    cm = confusionMatrix(table(classifications, test$Attrition))
    masterAcc[j,i] = cm$overall[1]
  }
}
MeanAcc = colMeans(masterAcc)
plot(seq(1,numks,1),MeanAcc, type = "l")

#KNN Model

#KNN
classifications = knn(train[,c(37,38,40)], test[,c(37,38,40)], train$Attrition, prob = TRUE, k = 15) 
classifications
##   [1] No  No  No  No  No  No  No  No  Yes No  No  No  No  No  Yes No  No  No 
##  [19] No  No  Yes No  No  No  No  No  No  No  No  No  No  No  No  No  No  No 
##  [37] No  No  No  No  No  No  No  No  No  No  No  No  No  No  No  No  No  No 
##  [55] No  No  No  No  No  No  No  No  No  No  No  No  No  No  No  No  No  No 
##  [73] No  Yes No  No  No  No  No  No  No  No  No  No  No  No  No  No  No  No 
##  [91] No  No  No  No  No  No  No  No  No  No  No  No  No  No  No  No  No  No 
## [109] No  No  No  No  No  No  No  No  No  Yes No  No  No  No  No  No  No  No 
## [127] No  No  No  No  No  Yes No  No  No  Yes No  No  No  No  No  Yes Yes No 
## [145] No  No  No  No  No  No  No  No  No  No  No  No  No  No  Yes No  No  No 
## [163] No  No  No  No  No  No  No  No  No  No  No  No  No  No  No  No  No  No 
## [181] No  Yes Yes No  No  No  No  No  Yes No  No  No  No  No  No  No  No  No 
## [199] No  No  No  No  No  No  No  No  No  No  No  No  No  No  No  No  No  No 
## [217] No  No  No  Yes No  No  No  No  Yes No  No  No  No  No  No  No  No  No 
## [235] No  No  No  No  No  No  No  No  No  No  No  No  No  No  No  No  No  No 
## [253] No  No  No  No  No  No  No  No  No 
## attr(,"prob")
##   [1] 1.0000000 1.0000000 0.9333333 0.6666667 0.8000000 1.0000000 0.8666667
##   [8] 0.8000000 0.5333333 0.9333333 0.8000000 0.9333333 0.6666667 0.9333333
##  [15] 0.7333333 1.0000000 0.9333333 0.6666667 0.6000000 0.8666667 0.5333333
##  [22] 0.8666667 0.8666667 1.0000000 0.9333333 0.9333333 0.6666667 1.0000000
##  [29] 0.8666667 0.6000000 0.8000000 0.8666667 0.8666667 0.7333333 0.8666667
##  [36] 0.9333333 1.0000000 0.8000000 0.8666667 0.9333333 1.0000000 0.6666667
##  [43] 0.9333333 1.0000000 0.9333333 0.8666667 0.8666667 0.9333333 0.9333333
##  [50] 0.9333333 0.7333333 0.9333333 1.0000000 0.8666667 1.0000000 0.8666667
##  [57] 0.8000000 1.0000000 0.8666667 0.9333333 0.6000000 0.8666667 0.7333333
##  [64] 0.8000000 0.9333333 0.8000000 1.0000000 0.9333333 0.9333333 1.0000000
##  [71] 0.8666667 1.0000000 0.9333333 0.5333333 0.8000000 0.8000000 0.8666667
##  [78] 0.9333333 1.0000000 0.8000000 0.9333333 0.6000000 0.6000000 0.9333333
##  [85] 1.0000000 1.0000000 0.8666667 0.8000000 0.6666667 0.8666667 1.0000000
##  [92] 0.8666667 0.8000000 0.8666667 0.9333333 1.0000000 0.9333333 0.7333333
##  [99] 0.7333333 0.6666667 0.6000000 0.9333333 0.8666667 0.9333333 1.0000000
## [106] 0.9333333 0.6000000 1.0000000 0.7333333 0.7333333 0.6666667 0.9333333
## [113] 0.8000000 0.7333333 0.9333333 1.0000000 0.9333333 0.7333333 0.9333333
## [120] 0.8000000 0.9333333 0.7333333 0.6000000 0.9333333 1.0000000 0.8000000
## [127] 0.8000000 1.0000000 0.8666667 0.8000000 0.9333333 0.5333333 0.6000000
## [134] 1.0000000 0.8000000 0.5333333 0.8000000 0.9333333 0.6000000 0.8666667
## [141] 0.6000000 0.5333333 0.5333333 1.0000000 1.0000000 0.8666667 1.0000000
## [148] 0.6666667 0.9333333 0.9333333 0.8666667 0.9333333 0.8000000 0.9333333
## [155] 0.6000000 0.6000000 0.9333333 0.9333333 0.7333333 0.8666667 1.0000000
## [162] 0.8666667 0.8666667 0.9333333 0.7333333 0.6000000 0.9333333 0.9333333
## [169] 0.6666667 0.8000000 0.8000000 1.0000000 0.6666667 0.7333333 0.8000000
## [176] 0.6000000 1.0000000 0.9333333 0.8000000 0.9333333 0.6000000 0.5333333
## [183] 0.5333333 0.9333333 0.8000000 0.8000000 1.0000000 0.9333333 0.5333333
## [190] 0.9333333 0.5333333 0.8666667 1.0000000 0.9333333 0.8666667 0.9333333
## [197] 0.9333333 1.0000000 0.8666667 0.9333333 0.9333333 0.8000000 1.0000000
## [204] 0.9333333 1.0000000 0.6000000 0.8000000 0.7333333 0.8000000 0.8666667
## [211] 0.8000000 1.0000000 0.8666667 0.5333333 0.8000000 0.8666667 0.9333333
## [218] 0.9333333 0.8000000 0.5333333 0.5333333 1.0000000 0.8000000 0.7333333
## [225] 0.5333333 1.0000000 0.8000000 0.8666667 1.0000000 0.9333333 0.8000000
## [232] 0.7333333 0.8666667 0.9333333 1.0000000 0.9333333 0.8666667 0.5333333
## [239] 0.9333333 0.9333333 0.6000000 0.8666667 0.9333333 0.8000000 1.0000000
## [246] 0.9333333 0.9333333 0.9333333 0.9333333 0.8000000 0.8666667 0.8666667
## [253] 1.0000000 0.8000000 0.9333333 0.8000000 0.8000000 0.9333333 0.8666667
## [260] 0.9333333 0.8666667
## Levels: No Yes
table(classifications, test$Attrition)
##                
## classifications  No Yes
##             No  224  22
##             Yes   4  11
cm = confusionMatrix(table(classifications, test$Attrition))
cm
## Confusion Matrix and Statistics
## 
##                
## classifications  No Yes
##             No  224  22
##             Yes   4  11
##                                           
##                Accuracy : 0.9004          
##                  95% CI : (0.8575, 0.9339)
##     No Information Rate : 0.8736          
##     P-Value [Acc > NIR] : 0.1105729       
##                                           
##                   Kappa : 0.4119          
##                                           
##  Mcnemar's Test P-Value : 0.0008561       
##                                           
##             Sensitivity : 0.9825          
##             Specificity : 0.3333          
##          Pos Pred Value : 0.9106          
##          Neg Pred Value : 0.7333          
##              Prevalence : 0.8736          
##          Detection Rate : 0.8582          
##    Detection Prevalence : 0.9425          
##       Balanced Accuracy : 0.6579          
##                                           
##        'Positive' Class : No              
## 
# Accuracy : 0.8621, Sensitivity : 0.9381, Specificity : 0.3714  

#Naive Bayes

#Selecting columns that contribute to Attrition
model = employeeClean %>% select(c("MonthlyIncome","JobRole","Age","OverTime","EnvironmentSatisfaction","DailyRate","JobLevel","TotalWorkingYears","JobInvolvement","Attrition"))

trainIndices = sample(1:dim(model)[1],round(.70 * dim(model)[1]))
train = model[trainIndices,]
test = model[-trainIndices,]

set.seed(7)
classifier1 = naiveBayes(model[,c(1,4,7)],model$Attrition)
pred = predict(classifier1,newdata=test)
CM = confusionMatrix(table(test$Attrition,pred))

CM
## Confusion Matrix and Statistics
## 
##      pred
##        No Yes
##   No  209  17
##   Yes  23  12
##                                           
##                Accuracy : 0.8467          
##                  95% CI : (0.7972, 0.8882)
##     No Information Rate : 0.8889          
##     P-Value [Acc > NIR] : 0.9852          
##                                           
##                   Kappa : 0.2885          
##                                           
##  Mcnemar's Test P-Value : 0.4292          
##                                           
##             Sensitivity : 0.9009          
##             Specificity : 0.4138          
##          Pos Pred Value : 0.9248          
##          Neg Pred Value : 0.3429          
##              Prevalence : 0.8889          
##          Detection Rate : 0.8008          
##    Detection Prevalence : 0.8659          
##       Balanced Accuracy : 0.6573          
##                                           
##        'Positive' Class : No              
## 

#Found useful correlations

cor(employeeClean$MonthlyIncome ,employeeClean[,c(2,5,7,8,12,14,15,16,18,20,21,25,26,27,29,30, 31,32,33,34,35,36,37)])
##            Age    DailyRate DistanceFromHome Education EnvironmentSatisfaction
## [1,] 0.4842883 8.790339e-05     -0.006667155 0.1271314             -0.01687744
##       HourlyRate JobInvolvement JobLevel JobSatisfaction MonthlyIncome
## [1,] 0.002391151   0.0004473792  0.95164     -0.05314853             1
##      MonthlyRate PercentSalaryHike PerformanceRating RelationshipSatisfaction
## [1,]  0.06459407       -0.05386594         -0.043131             -0.003884678
##      StockOptionLevel TotalWorkingYears TrainingTimesLastYear WorkLifeBalance
## [1,]       0.01888872         0.7785112           -0.03901457      0.02080489
##      YearsAtCompany YearsInCurrentRole YearsSinceLastPromotion
## [1,]       0.491379          0.3618405               0.3159116
##      YearsWithCurrManager OverTimeBinary
## [1,]            0.3284875    -0.02526885

#Linear Regression

#Changing Attrition to numeric
employeeClean$AttritionInt = if_else(employeeClean$Attrition =="Yes", 1,0)

employeeClean$OverTimeFix = ifelse(employeeClean$OverTime=="Yes",1,0)

fit = lm(AttritionInt~MonthlyIncome + OverTimeFix + JobLevel, employeeClean)

summary(fit)
## 
## Call:
## lm(formula = AttritionInt ~ MonthlyIncome + OverTimeFix + JobLevel, 
##     data = employeeClean)
## 
## Residuals:
##      Min       1Q   Median       3Q      Max 
## -0.36991 -0.15245 -0.10038 -0.04723  1.05753 
## 
## Coefficients:
##                 Estimate Std. Error t value Pr(>|t|)    
## (Intercept)    2.044e-01  3.042e-02   6.720 3.29e-11 ***
## MonthlyIncome -2.392e-07  8.400e-06  -0.028    0.977    
## OverTimeFix    2.172e-01  2.615e-02   8.305 3.81e-16 ***
## JobLevel      -5.144e-02  3.543e-02  -1.452    0.147    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 0.3498 on 866 degrees of freedom
## Multiple R-squared:  0.09813,    Adjusted R-squared:  0.09501 
## F-statistic: 31.41 on 3 and 866 DF,  p-value: < 2.2e-16
confint(fit)
##                       2.5 %       97.5 %
## (Intercept)    1.447253e-01 2.641407e-01
## MonthlyIncome -1.672631e-05 1.624796e-05
## OverTimeFix    1.658677e-01 2.685206e-01
## JobLevel      -1.209797e-01 1.809362e-02
plot(fit)

AIC(fit)
## [1] 647.095

#Imported No Salary Data

employeeSalary = read.csv(file.choose(), header = TRUE)

#Cleaned No Salary Data

employeeSalaryClean = na.omit(employeeSalary)

head(employeeSalaryClean)
##   ï..ID Age Attrition    BusinessTravel DailyRate             Department
## 1   871  43        No Travel_Frequently      1422                  Sales
## 2   872  33        No     Travel_Rarely       461 Research & Development
## 3   873  55       Yes     Travel_Rarely       267                  Sales
## 4   874  36        No        Non-Travel      1351 Research & Development
## 5   875  27        No     Travel_Rarely      1302 Research & Development
## 6   876  39       Yes     Travel_Rarely       895                  Sales
##   DistanceFromHome Education   EducationField EmployeeCount EmployeeNumber
## 1                2         4    Life Sciences             1           1849
## 2               13         1    Life Sciences             1            995
## 3               13         4        Marketing             1           1372
## 4                9         4    Life Sciences             1           1949
## 5               19         3            Other             1           1619
## 6                5         3 Technical Degree             1             42
##   EnvironmentSatisfaction Gender HourlyRate JobInvolvement JobLevel
## 1                       1   Male         92              3        2
## 2                       2 Female         53              3        1
## 3                       1   Male         85              4        4
## 4                       1   Male         66              4        1
## 5                       4   Male         67              2        1
## 6                       4   Male         56              3        2
##                 JobRole JobSatisfaction MaritalStatus MonthlyRate
## 1       Sales Executive               4       Married       19246
## 2    Research Scientist               4        Single       17241
## 3       Sales Executive               3        Single        9277
## 4 Laboratory Technician               2       Married        9238
## 5 Laboratory Technician               1      Divorced       16290
## 6  Sales Representative               4       Married        3335
##   NumCompaniesWorked Over18 OverTime PercentSalaryHike PerformanceRating
## 1                  1      Y       No                20                 4
## 2                  3      Y       No                18                 3
## 3                  6      Y      Yes                17                 3
## 4                  1      Y       No                22                 4
## 5                  1      Y       No                11                 3
## 6                  3      Y       No                14                 3
##   RelationshipSatisfaction StandardHours StockOptionLevel TotalWorkingYears
## 1                        3            80                1                 7
## 2                        1            80                0                 5
## 3                        3            80                0                24
## 4                        2            80                0                 5
## 5                        1            80                2                 7
## 6                        3            80                1                19
##   TrainingTimesLastYear WorkLifeBalance YearsAtCompany YearsInCurrentRole
## 1                     5               3              7                  7
## 2                     4               3              3                  2
## 3                     2               2             19                  7
## 4                     3               3              5                  4
## 5                     3               3              7                  7
## 6                     6               4              1                  0
##   YearsSinceLastPromotion YearsWithCurrManager
## 1                       7                    7
## 2                       0                    2
## 3                       3                    8
## 4                       0                    2
## 5                       0                    7
## 6                       0                    0
employeeSalaryClean
##     ï..ID Age Attrition    BusinessTravel DailyRate             Department
## 1     871  43        No Travel_Frequently      1422                  Sales
## 2     872  33        No     Travel_Rarely       461 Research & Development
## 3     873  55       Yes     Travel_Rarely       267                  Sales
## 4     874  36        No        Non-Travel      1351 Research & Development
## 5     875  27        No     Travel_Rarely      1302 Research & Development
## 6     876  39       Yes     Travel_Rarely       895                  Sales
## 7     877  33        No        Non-Travel       750                  Sales
## 8     878  21       Yes Travel_Frequently       251 Research & Development
## 9     879  30        No Travel_Frequently      1312 Research & Development
## 10    880  51        No     Travel_Rarely      1405 Research & Development
## 11    881  46       Yes     Travel_Rarely       377                  Sales
## 12    882  40        No     Travel_Rarely       329 Research & Development
## 13    883  29        No     Travel_Rarely      1176                  Sales
## 14    884  27        No Travel_Frequently       829                  Sales
## 15    885  29        No     Travel_Rarely      1210                  Sales
## 16    886  22       Yes     Travel_Rarely       617 Research & Development
## 17    887  29        No     Travel_Rarely       726 Research & Development
## 18    888  34        No     Travel_Rarely       167 Research & Development
## 19    889  31        No     Travel_Rarely       655 Research & Development
## 20    890  35        No     Travel_Rarely       528        Human Resources
## 21    891  40        No     Travel_Rarely       523 Research & Development
## 22    892  30        No     Travel_Rarely      1288                  Sales
## 23    893  46       Yes     Travel_Rarely       669                  Sales
## 24    894  27        No Travel_Frequently      1410                  Sales
## 25    895  49        No     Travel_Rarely      1490 Research & Development
## 26    896  46        No     Travel_Rarely       706 Research & Development
## 27    897  33       Yes     Travel_Rarely       211                  Sales
## 28    898  42        No        Non-Travel       495 Research & Development
## 29    899  34        No     Travel_Rarely       507                  Sales
## 30    900  36        No     Travel_Rarely       329 Research & Development
## 31    901  27        No     Travel_Rarely       591 Research & Development
## 32    902  44        No Travel_Frequently       383                  Sales
## 33    903  48        No     Travel_Rarely       492                  Sales
## 34    904  40        No     Travel_Rarely       543 Research & Development
## 35    905  45        No     Travel_Rarely      1234                  Sales
## 36    906  33        No Travel_Frequently       970                  Sales
## 37    907  46        No Travel_Frequently       638 Research & Development
## 38    908  37        No     Travel_Rarely      1192 Research & Development
## 39    909  28       Yes     Travel_Rarely      1434 Research & Development
## 40    910  32        No     Travel_Rarely       827 Research & Development
## 41    911  43        No     Travel_Rarely       920 Research & Development
## 42    912  38        No Travel_Frequently      1444        Human Resources
## 43    913  40        No     Travel_Rarely       616 Research & Development
## 44    914  34        No     Travel_Rarely      1354 Research & Development
## 45    915  41        No     Travel_Rarely       549 Research & Development
## 46    916  23        No     Travel_Rarely       507 Research & Development
## 47    917  28        No     Travel_Rarely      1217 Research & Development
## 48    918  26        No     Travel_Rarely       572                  Sales
## 49    919  28        No     Travel_Rarely      1144                  Sales
## 50    920  59        No     Travel_Rarely      1324 Research & Development
## 51    921  30        No     Travel_Rarely       413                  Sales
## 52    922  35        No     Travel_Rarely      1229 Research & Development
## 53    923  36       Yes     Travel_Rarely       660 Research & Development
## 54    924  42        No        Non-Travel       179        Human Resources
## 55    925  54        No     Travel_Rarely       584 Research & Development
## 56    926  40        No     Travel_Rarely      1171 Research & Development
## 57    927  32        No     Travel_Rarely       604                  Sales
## 58    928  38        No     Travel_Rarely       201 Research & Development
## 59    929  22        No        Non-Travel      1123 Research & Development
## 60    930  32        No Travel_Frequently      1005 Research & Development
## 61    931  34        No        Non-Travel      1375                  Sales
## 62    932  32        No     Travel_Rarely      1018 Research & Development
## 63    933  41        No     Travel_Rarely       645                  Sales
## 64    934  58       Yes Travel_Frequently       781 Research & Development
## 65    935  20       Yes     Travel_Rarely       129 Research & Development
## 66    936  24       Yes Travel_Frequently       381 Research & Development
## 67    937  46        No     Travel_Rarely       644 Research & Development
## 68    938  51       Yes Travel_Frequently      1150 Research & Development
## 69    939  39        No     Travel_Rarely       116 Research & Development
## 70    940  28        No     Travel_Rarely      1172                  Sales
## 71    941  40       Yes     Travel_Rarely       676 Research & Development
## 72    942  39        No     Travel_Rarely      1462                  Sales
## 73    943  59        No     Travel_Rarely      1435                  Sales
## 74    944  27        No     Travel_Rarely      1055 Research & Development
## 75    945  18        No     Travel_Rarely       812                  Sales
## 76    946  29        No Travel_Frequently       995 Research & Development
## 77    947  21       Yes     Travel_Rarely       337                  Sales
## 78    948  26        No     Travel_Rarely      1349 Research & Development
## 79    949  26       Yes Travel_Frequently       426        Human Resources
## 80    950  47       Yes Travel_Frequently       719                  Sales
## 81    951  42        No        Non-Travel       355 Research & Development
## 82    952  40        No     Travel_Rarely       300                  Sales
## 83    953  37        No     Travel_Rarely       124 Research & Development
## 84    954  27        No Travel_Frequently      1297 Research & Development
## 85    955  39        No        Non-Travel       439 Research & Development
## 86    956  45        No     Travel_Rarely       176        Human Resources
## 87    957  56        No     Travel_Rarely      1400 Research & Development
## 88    958  32        No        Non-Travel      1109 Research & Development
## 89    959  41        No     Travel_Rarely      1206                  Sales
## 90    960  58       Yes     Travel_Rarely       286 Research & Development
## 91    961  29        No     Travel_Rarely       665 Research & Development
## 92    962  40        No     Travel_Rarely      1300 Research & Development
## 93    963  38        No Travel_Frequently       471 Research & Development
## 94    964  39        No     Travel_Rarely       141        Human Resources
## 95    965  25        No     Travel_Rarely      1280 Research & Development
## 96    966  50        No     Travel_Rarely       989 Research & Development
## 97    967  29        No     Travel_Rarely       468 Research & Development
## 98    968  36        No     Travel_Rarely       164                  Sales
## 99    969  50        No Travel_Frequently      1421 Research & Development
## 100   970  26       Yes     Travel_Rarely      1449 Research & Development
## 101   971  27        No     Travel_Rarely       954                  Sales
## 102   972  31        No     Travel_Rarely       616 Research & Development
## 103   973  28        No Travel_Frequently       791 Research & Development
## 104   974  20        No     Travel_Rarely       959 Research & Development
## 105   975  24        No     Travel_Rarely      1206 Research & Development
## 106   976  29       Yes     Travel_Rarely       896 Research & Development
## 107   977  48        No     Travel_Rarely       277 Research & Development
## 108   978  39       Yes     Travel_Rarely       360 Research & Development
## 109   979  35        No     Travel_Rarely       607 Research & Development
## 110   980  49        No     Travel_Rarely      1098 Research & Development
## 111   981  35        No     Travel_Rarely      1402                  Sales
## 112   982  46        No     Travel_Rarely      1125                  Sales
## 113   983  52        No     Travel_Rarely      1323 Research & Development
## 114   984  26        No     Travel_Rarely      1167                  Sales
## 115   985  36        No     Travel_Rarely      1120                  Sales
## 116   986  32       Yes Travel_Frequently       238 Research & Development
## 117   987  22       Yes Travel_Frequently      1256 Research & Development
## 118   988  32        No     Travel_Rarely       601                  Sales
## 119   989  39        No Travel_Frequently       945 Research & Development
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## 139  1009  53        No     Travel_Rarely      1223 Research & Development
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## 285               20         4          Medical             1            170
## 286                3         3          Medical             1            258
## 287                1         3          Medical             1            896
## 288                2         4            Other             1           1847
## 289                6         3    Life Sciences             1           1162
## 290                6         2          Medical             1            178
## 291               10         4    Life Sciences             1           1200
## 292                1         3    Life Sciences             1            743
## 293               20         1          Medical             1           1852
## 294                1         3 Technical Degree             1            623
## 295                5         2          Medical             1            848
## 296               13         3            Other             1           1234
## 297               20         4 Technical Degree             1           1092
## 298               12         3 Technical Degree             1            533
## 299                6         4          Medical             1            655
## 300               21         3    Life Sciences             1            267
##     EnvironmentSatisfaction Gender HourlyRate JobInvolvement JobLevel
## 1                         1   Male         92              3        2
## 2                         2 Female         53              3        1
## 3                         1   Male         85              4        4
## 4                         1   Male         66              4        1
## 5                         4   Male         67              2        1
## 6                         4   Male         56              3        2
## 7                         3   Male         95              3        2
## 8                         1 Female         45              2        1
## 9                         1   Male         96              1        1
## 10                        4 Female         82              2        4
## 11                        1   Male         52              3        3
## 12                        2   Male         88              3        1
## 13                        2 Female         62              3        2
## 14                        3   Male         84              3        2
## 15                        1   Male         78              2        2
## 16                        2 Female         34              3        2
## 17                        4   Male         93              1        2
## 18                        2 Female         32              3        2
## 19                        4   Male         48              3        2
## 20                        3   Male        100              3        1
## 21                        3   Male         98              3        2
## 22                        3   Male         33              3        3
## 23                        3   Male         64              2        3
## 24                        4 Female         71              4        2
## 25                        3   Male         35              3        3
## 26                        4   Male         82              3        3
## 27                        1 Female         74              3        3
## 28                        3   Male         37              3        4
## 29                        3 Female         66              3        2
## 30                        4 Female         96              3        1
## 31                        1   Male         40              3        1
## 32                        1 Female         79              3        2
## 33                        3 Female         96              3        2
## 34                        1   Male         83              3        1
## 35                        4 Female         90              3        4
## 36                        4 Female         30              3        2
## 37                        3   Male         40              2        3
## 38                        4   Male         61              3        2
## 39                        3   Male         50              3        1
## 40                        4   Male         71              3        1
## 41                        3   Male         96              1        5
## 42                        4   Male         88              3        1
## 43                        3 Female         99              3        1
## 44                        3 Female         45              2        3
## 45                        4 Female         42              3        2
## 46                        1   Male         97              3        2
## 47                        3 Female         67              3        1
## 48                        3   Male         46              3        2
## 49                        4   Male         74              3        1
## 50                        3 Female         81              4        1
## 51                        4   Male         57              3        1
## 52                        4   Male         36              4        1
## 53                        1   Male         81              3        2
## 54                        4   Male         79              4        2
## 55                        2 Female         91              3        4
## 56                        4 Female         46              4        1
## 57                        3   Male         56              4        2
## 58                        2 Female         99              1        3
## 59                        4   Male         96              4        1
## 60                        4   Male         79              3        1
## 61                        4   Male         87              3        2
## 62                        3 Female         39              3        3
## 63                        2   Male         49              4        3
## 64                        4   Male         57              2        1
## 65                        1   Male         84              3        1
## 66                        2   Male         89              3        1
## 67                        4   Male         97              3        3
## 68                        1   Male         53              1        3
## 69                        1   Male         52              3        2
## 70                        2 Female         78              3        1
## 71                        4   Male         86              3        1
## 72                        4   Male         38              4        3
## 73                        1 Female         99              3        3
## 74                        1 Female         47              3        2
## 75                        4 Female         69              2        1
## 76                        1   Male         87              3        2
## 77                        2   Male         31              3        1
## 78                        1 Female         90              3        1
## 79                        2 Female         58              3        1
## 80                        2 Female         77              4        2
## 81                        3   Male         38              3        1
## 82                        3   Male         74              3        2
## 83                        4 Female         35              3        2
## 84                        4 Female         53              3        1
## 85                        3   Male         70              3        2
## 86                        3 Female         56              1        3
## 87                        4   Male         49              1        3
## 88                        4 Female         69              3        1
## 89                        4   Male         80              3        3
## 90                        4   Male         31              3        5
## 91                        3   Male         60              3        1
## 92                        1   Male         62              3        2
## 93                        1   Male         45              2        2
## 94                        3 Female         44              4        2
## 95                        4   Male         64              2        1
## 96                        2 Female         43              2        5
## 97                        4 Female         73              2        1
## 98                        2   Male         61              2        3
## 99                        4 Female         30              3        4
## 100                       1   Male         45              3        1
## 101                       4   Male         44              3        2
## 102                       4 Female         41              3        2
## 103                       4   Male         44              3        1
## 104                       4 Female         83              2        1
## 105                       4 Female         41              2        2
## 106                       3   Male         86              2        1
## 107                       1   Male         97              2        2
## 108                       3   Male         93              3        1
## 109                       4 Female         66              2        3
## 110                       1   Male         85              2        5
## 111                       2 Female         98              2        1
## 112                       3 Female         94              2        3
## 113                       3 Female         89              2        1
## 114                       4 Female         30              2        1
## 115                       2 Female        100              2        2
## 116                       1 Female         47              4        1
## 117                       3   Male         48              2        1
## 118                       4   Male         97              3        2
## 119                       4 Female         82              3        3
## 120                       3   Male         42              2        1
## 121                       4 Female         42              2        2
## 122                       3   Male         62              4        1
## 123                       3   Male         48              3        2
## 124                       2   Male         62              3        2
## 125                       3 Female         85              3        2
## 126                       1 Female         41              3        2
## 127                       3   Male         66              3        1
## 128                       4 Female         54              3        4
## 129                       4   Male         92              3        3
## 130                       1   Male         87              3        1
## 131                       2   Male         80              3        2
## 132                       2   Male         99              3        2
## 133                       4   Male         45              3        2
## 134                       1 Female         65              3        2
## 135                       3 Female         65              3        1
## 136                       4 Female         75              2        2
## 137                       3 Female         31              3        1
## 138                       4   Male         82              3        2
## 139                       4 Female         50              3        5
## 140                       2   Male         34              3        2
## 141                       1   Male         61              3        3
## 142                       3 Female         45              2        2
## 143                       3 Female         65              2        2
## 144                       4   Male         93              3        2
## 145                       3 Female         52              2        2
## 146                       4   Male         87              4        1
## 147                       4 Female         56              2        1
## 148                       3   Male         94              3        3
## 149                       2 Female         41              3        3
## 150                       2   Male         73              3        1
## 151                       4   Male         61              3        2
## 152                       4 Female         45              3        2
## 153                       4   Male         41              3        2
## 154                       3   Male         74              2        3
## 155                       4   Male         91              2        4
## 156                       4   Male         87              3        5
## 157                       1   Male         62              2        2
## 158                       2 Female         99              2        2
## 159                       1 Female         65              3        2
## 160                       2   Male         91              2        3
## 161                       3   Male         36              3        2
## 162                       2   Male         97              3        1
## 163                       3   Male         42              2        3
## 164                       2 Female         90              2        1
## 165                       3   Male         81              3        2
## 166                       4   Male         32              3        1
## 167                       3 Female         32              3        2
## 168                       3   Male         88              3        3
## 169                       3   Male         65              3        3
## 170                       2 Female         66              3        2
## 171                       3   Male         71              2        1
## 172                       3   Male        100              2        1
## 173                       1 Female         94              2        3
## 174                       2   Male         56              3        2
## 175                       3   Male         49              3        1
## 176                       1   Male         45              2        1
## 177                       3   Male         81              3        2
## 178                       4 Female         74              3        3
## 179                       4 Female         51              3        1
## 180                       1   Male         59              1        2
## 181                       3 Female         78              2        3
## 182                       2 Female         73              3        1
## 183                       3 Female         74              3        2
## 184                       3 Female         77              3        1
## 185                       4   Male         87              3        1
## 186                       1   Male         91              3        1
## 187                       3   Male         60              2        2
## 188                       4 Female         80              3        4
## 189                       3   Male         89              3        2
## 190                       1   Male         67              2        1
## 191                       2   Male         93              4        2
## 192                       3   Male         42              4        2
## 193                       3   Male         30              3        2
## 194                       3   Male         99              3        1
## 195                       4   Male         32              1        2
## 196                       2   Male         37              3        1
## 197                       3 Female         98              3        1
## 198                       1 Female         41              3        5
## 199                       4   Male         54              3        2
## 200                       4   Male         54              3        1
## 201                       3 Female         98              4        1
## 202                       2 Female         31              3        2
## 203                       3   Male         43              4        1
## 204                       3   Male         58              4        2
## 205                       4 Female         89              2        2
## 206                       3 Female         69              3        4
## 207                       3 Female         58              3        5
## 208                       2   Male         89              3        2
## 209                       3   Male         30              3        2
## 210                       1 Female         92              3        2
## 211                       3   Male         52              2        1
## 212                       3 Female         62              1        1
## 213                       4   Male         33              3        1
## 214                       2   Male         85              3        2
## 215                       4   Male         44              2        3
## 216                       4   Male         48              2        3
## 217                       1   Male         51              3        2
## 218                       4   Male         92              3        1
## 219                       3   Male         86              3        1
## 220                       4 Female         98              2        2
## 221                       4 Female         39              2        2
## 222                       4   Male         88              1        2
## 223                       2   Male         47              3        3
## 224                       2 Female         84              2        2
## 225                       2   Male         85              4        2
## 226                       2 Female         65              3        2
## 227                       3 Female         83              2        1
## 228                       3 Female         66              2        1
## 229                       3 Female         75              3        1
## 230                       4   Male         58              3        2
## 231                       4 Female         46              3        5
## 232                       4 Female         46              3        2
## 233                       4   Male         39              2        2
## 234                       1 Female         78              2        3
## 235                       2   Male         65              3        1
## 236                       4 Female         61              3        1
## 237                       1   Male         42              3        1
## 238                       1 Female         50              2        2
## 239                       4 Female         90              3        2
## 240                       2   Male         71              3        2
## 241                       3 Female         52              3        2
## 242                       2   Male         66              3        3
## 243                       2   Male         56              3        3
## 244                       2   Male         50              3        2
## 245                       1   Male         84              3        3
## 246                       4 Female         77              2        1
## 247                       3   Male         49              3        2
## 248                       3 Female         55              1        2
## 249                       3 Female         37              2        3
## 250                       3 Female         31              3        1
## 251                       4   Male         39              2        3
## 252                       1   Male         35              4        4
## 253                       4   Male         48              1        2
## 254                       1   Male         65              2        4
## 255                       3 Female         89              4        1
## 256                       3 Female        100              1        1
## 257                       1 Female         55              3        1
## 258                       4 Female         82              3        2
## 259                       4   Male         88              3        4
## 260                       2   Male         94              1        1
## 261                       2   Male         73              3        3
## 262                       3 Female         94              2        4
## 263                       3 Female         81              3        2
## 264                       4 Female         42              2        1
## 265                       1 Female         41              3        1
## 266                       1   Male         59              2        1
## 267                       3 Female         98              3        1
## 268                       3 Female         66              3        2
## 269                       1   Male         76              3        3
## 270                       3   Male         65              2        4
## 271                       2   Male         64              2        2
## 272                       3   Male         48              3        2
## 273                       3   Male         78              2        3
## 274                       1   Male         98              3        2
## 275                       1   Male         37              3        2
## 276                       4 Female         50              3        2
## 277                       2   Male         82              4        2
## 278                       1 Female         62              4        1
## 279                       1 Female         97              3        1
## 280                       3   Male         99              2        2
## 281                       4   Male         57              4        1
## 282                       4   Male         43              1        2
## 283                       4 Female         31              3        2
## 284                       3 Female         79              3        1
## 285                       3 Female         96              3        2
## 286                       4 Female         98              3        4
## 287                       2 Female         48              2        1
## 288                       4 Female         73              3        2
## 289                       4   Male         55              2        1
## 290                       2   Male         84              3        2
## 291                       3   Male         96              3        1
## 292                       3 Female         81              3        3
## 293                       4   Male         40              3        1
## 294                       2 Female         59              3        3
## 295                       3 Female         88              2        1
## 296                       3 Female         77              2        1
## 297                       1   Male         61              3        3
## 298                       2 Female         83              3        2
## 299                       1 Female         66              2        1
## 300                       2   Male         65              4        1
##                       JobRole JobSatisfaction MaritalStatus MonthlyRate
## 1             Sales Executive               4       Married       19246
## 2          Research Scientist               4        Single       17241
## 3             Sales Executive               3        Single        9277
## 4       Laboratory Technician               2       Married        9238
## 5       Laboratory Technician               1      Divorced       16290
## 6        Sales Representative               4       Married        3335
## 7             Sales Executive               2       Married       15480
## 8       Laboratory Technician               3        Single       25308
## 9          Research Scientist               3      Divorced       22310
## 10     Manufacturing Director               2        Single       24439
## 11            Sales Executive               4      Divorced       15986
## 12      Laboratory Technician               2       Married        6762
## 13            Sales Executive               3       Married        3487
## 14            Sales Executive               4       Married       24008
## 15            Sales Executive               2       Married        3687
## 16     Manufacturing Director               3       Married       10022
## 17  Healthcare Representative               3      Divorced       21143
## 18     Manufacturing Director               1      Divorced        4187
## 19      Laboratory Technician               4      Divorced        9528
## 20            Human Resources               3        Single        7108
## 21         Research Scientist               4        Single       22455
## 22            Sales Executive               2       Married       17799
## 23            Sales Executive               4        Single       13596
## 24            Sales Executive               4      Divorced       16673
## 25  Healthcare Representative               2      Divorced       20948
## 26     Manufacturing Director               4      Divorced       19989
## 27            Sales Executive               1        Single       10092
## 28                    Manager               3       Married       26582
## 29            Sales Executive               1        Single       23553
## 30         Research Scientist               3       Married       11868
## 31      Laboratory Technician               2       Married       16632
## 32            Sales Executive               3       Married        9282
## 33            Sales Executive               3      Divorced       13693
## 34      Laboratory Technician               4       Married        4060
## 35                    Manager               4       Married        5404
## 36            Sales Executive               2       Married       13401
## 37  Healthcare Representative               1       Married        3142
## 38     Manufacturing Director               4      Divorced       23177
## 39      Laboratory Technician               3        Single       11179
## 40         Research Scientist               1        Single       15178
## 41          Research Director               4       Married       18625
## 42            Human Resources               2       Married        5224
## 43      Laboratory Technician               1       Married       25605
## 44                    Manager               1        Single        5615
## 45     Manufacturing Director               3        Single       23371
## 46      Laboratory Technician               3        Single       24812
## 47         Research Scientist               1       Married       12719
## 48            Sales Executive               4        Single        9125
## 49       Sales Representative               2       Married       23384
## 50      Laboratory Technician               1       Married        9964
## 51       Sales Representative               2        Single       18398
## 52      Laboratory Technician               4       Married        4892
## 53      Laboratory Technician               3      Divorced        7858
## 54            Human Resources               1       Married       12858
## 55                    Manager               3       Married       18685
## 56      Laboratory Technician               3       Married       22495
## 57            Sales Executive               4       Married       11693
## 58          Research Director               3       Married        3376
## 59      Laboratory Technician               4      Divorced        7324
## 60      Laboratory Technician               4        Single       11864
## 61            Sales Executive               3      Divorced       12313
## 62          Research Director               4        Single       19373
## 63            Sales Executive               1       Married       19566
## 64      Laboratory Technician               4      Divorced       13384
## 65      Laboratory Technician               1        Single       13008
## 66      Laboratory Technician               1        Single       16998
## 67  Healthcare Representative               1      Divorced       12368
## 68     Manufacturing Director               4        Single       25150
## 69         Research Scientist               4        Single        5340
## 70       Sales Representative               2       Married        3692
## 71      Laboratory Technician               1        Single       21831
## 72            Sales Executive               3       Married        4658
## 73            Sales Executive               1        Single        2354
## 74     Manufacturing Director               4       Married        4658
## 75       Sales Representative               3        Single        9724
## 76  Healthcare Representative               4      Divorced       24483
## 77       Sales Representative               2        Single        4567
## 78         Research Scientist               4      Divorced        3032
## 79            Human Resources               3      Divorced       22808
## 80            Sales Executive               3        Single       10339
## 81         Research Scientist               3       Married        6161
## 82            Sales Executive               1       Married       22217
## 83  Healthcare Representative               2        Single       13848
## 84      Laboratory Technician               4        Single       19826
## 85      Laboratory Technician               2        Single        8770
## 86            Human Resources               3       Married        6595
## 87     Manufacturing Director               4        Single       21698
## 88      Laboratory Technician               3        Single       11135
## 89            Sales Executive               3        Single       11591
## 90          Research Director               2        Single       25761
## 91         Research Scientist               4        Single       22673
## 92         Research Scientist               4      Divorced       24447
## 93  Healthcare Representative               1      Divorced        4284
## 94            Human Resources               2       Married       18767
## 95         Research Scientist               4       Married       26897
## 96          Research Director               3      Divorced       16701
## 97         Research Scientist               1        Single        8489
## 98            Sales Executive               3       Married        3809
## 99                    Manager               1       Married        9490
## 100     Laboratory Technician               2      Divorced       14180
## 101           Sales Executive               4        Single        5099
## 102 Healthcare Representative               4       Married       17369
## 103     Laboratory Technician               3        Single        6842
## 104        Research Scientist               2        Single       11757
## 105    Manufacturing Director               3      Divorced       24117
## 106        Research Scientist               4        Single       14961
## 107 Healthcare Representative               3        Single       13119
## 108        Research Scientist               1        Single       22154
## 109    Manufacturing Director               3       Married       23457
## 110                   Manager               3       Married       12124
## 111      Sales Representative               3       Married       26204
## 112           Sales Executive               4       Married       11563
## 113     Laboratory Technician               4        Single        3300
## 114      Sales Representative               3        Single       21378
## 115           Sales Executive               4       Married       14369
## 116        Research Scientist               3        Single       15318
## 117        Research Scientist               4       Married        4223
## 118           Sales Executive               4       Married       23343
## 119    Manufacturing Director               1        Single        5083
## 120        Research Scientist               2        Single        7551
## 121           Human Resources               4       Married        7790
## 122        Research Scientist               3       Married       17616
## 123           Human Resources               4       Married       13982
## 124           Sales Executive               2       Married       25440
## 125           Sales Executive               4        Single       19899
## 126        Research Scientist               3        Single       12482
## 127        Research Scientist               3       Married       12127
## 128         Research Director               4        Single        5652
## 129           Sales Executive               4      Divorced        6812
## 130     Laboratory Technician               4        Single       18016
## 131           Human Resources               2      Divorced       10425
## 132      Sales Representative               3        Single       25751
## 133        Research Scientist               2      Divorced       25518
## 134    Manufacturing Director               4      Divorced        7389
## 135        Research Scientist               1       Married       16530
## 136           Sales Executive               4       Married       16495
## 137      Sales Representative               3        Single       13251
## 138 Healthcare Representative               4      Divorced       18899
## 139                   Manager               3      Divorced       18640
## 140      Sales Representative               3       Married       16047
## 141    Manufacturing Director               3      Divorced       22573
## 142        Research Scientist               2      Divorced       15000
## 143           Sales Executive               2       Married       24624
## 144     Laboratory Technician               1       Married        6208
## 145           Sales Executive               1        Single       22967
## 146     Laboratory Technician               2      Divorced        5855
## 147     Laboratory Technician               1      Divorced        8007
## 148           Sales Executive               2       Married       11439
## 149           Sales Executive               4       Married        8053
## 150        Research Scientist               4        Single       13493
## 151           Sales Executive               2       Married       16177
## 152           Sales Executive               4        Single       15276
## 153        Research Scientist               4      Divorced        5141
## 154 Healthcare Representative               3       Married        3395
## 155                   Manager               1      Divorced       12888
## 156                   Manager               4        Single       15302
## 157           Human Resources               1       Married       17822
## 158           Sales Executive               4        Single       12090
## 159           Sales Executive               3        Single       24785
## 160           Human Resources               1       Married        2326
## 161           Sales Executive               2       Married       20497
## 162           Human Resources               4        Single        5033
## 163         Research Director               4      Divorced        8842
## 164        Research Scientist               3       Married       14908
## 165     Laboratory Technician               3      Divorced       23099
## 166        Research Scientist               3        Single       26999
## 167           Sales Executive               4        Single       22807
## 168           Human Resources               2       Married        6729
## 169         Research Director               3        Single        7914
## 170 Healthcare Representative               3       Married       25549
## 171     Laboratory Technician               2        Single       11652
## 172        Research Scientist               1        Single        3339
## 173           Sales Executive               4       Married       12695
## 174           Sales Executive               4       Married        2823
## 175        Research Scientist               3        Single        2122
## 176     Laboratory Technician               2      Divorced        7160
## 177    Manufacturing Director               2       Married        7653
## 178                   Manager               2       Married       23364
## 179        Research Scientist               3        Single       25681
## 180           Sales Executive               4      Divorced       22098
## 181    Manufacturing Director               4       Married       14618
## 182     Laboratory Technician               4        Single        7703
## 183 Healthcare Representative               3      Divorced        2227
## 184        Research Scientist               3      Divorced        9834
## 185        Research Scientist               4        Single        6297
## 186     Laboratory Technician               1       Married        9396
## 187    Manufacturing Director               1       Married        9679
## 188                   Manager               4       Married        7744
## 189           Human Resources               2      Divorced       12832
## 190        Research Scientist               2       Married       19911
## 191        Research Scientist               3       Married        2721
## 192    Manufacturing Director               4      Divorced       17000
## 193 Healthcare Representative               4      Divorced        5335
## 194      Sales Representative               4      Divorced       25103
## 195 Healthcare Representative               3      Divorced       17056
## 196     Laboratory Technician               1       Married        4344
## 197        Research Scientist               3       Married       12549
## 198                   Manager               1       Married        3854
## 199           Sales Executive               1       Married       17456
## 200      Sales Representative               2       Married        9983
## 201      Sales Representative               4       Married        6527
## 202    Manufacturing Director               1       Married        4156
## 203      Sales Representative               4        Single        5050
## 204 Healthcare Representative               3       Married        9128
## 205           Sales Executive               1       Married       20328
## 206                   Manager               1       Married       24097
## 207                   Manager               3      Divorced       10735
## 208     Laboratory Technician               3      Divorced       18624
## 209        Research Scientist               2        Single       26285
## 210        Research Scientist               3      Divorced       12932
## 211        Research Scientist               3        Single        2725
## 212        Research Scientist               4       Married        8952
## 213      Sales Representative               1       Married       26956
## 214           Sales Executive               3       Married       18659
## 215    Manufacturing Director               3        Single        8787
## 216           Sales Executive               1       Married       23772
## 217           Sales Executive               3       Married       20943
## 218        Research Scientist               3       Married       20471
## 219        Research Scientist               4       Married       10077
## 220           Sales Executive               4       Married        7100
## 221           Sales Executive               2      Divorced       11866
## 222           Sales Executive               4      Divorced       10436
## 223         Research Director               4      Divorced       10056
## 224           Sales Executive               2      Divorced       11591
## 225 Healthcare Representative               1      Divorced       18384
## 226    Manufacturing Director               2       Married       15701
## 227        Research Scientist               1       Married       18697
## 228           Human Resources               4      Divorced        9732
## 229     Laboratory Technician               2       Married        3956
## 230    Manufacturing Director               1        Single        4992
## 231                   Manager               3       Married        6499
## 232           Sales Executive               2      Divorced       22553
## 233           Sales Executive               4       Married       19682
## 234           Sales Executive               4       Married       20715
## 235        Research Scientist               4        Single       23293
## 236        Research Scientist               2      Divorced       17940
## 237        Research Scientist               1       Married       14377
## 238           Human Resources               3        Single       26894
## 239           Sales Executive               3        Single       12916
## 240           Sales Executive               1       Married       15975
## 241 Healthcare Representative               3       Married       12250
## 242                   Manager               4       Married       11038
## 243                   Manager               3       Married       24619
## 244           Sales Executive               3       Married       23452
## 245 Healthcare Representative               3        Single       13084
## 246        Research Scientist               1       Married       23844
## 247    Manufacturing Director               2        Single       21123
## 248     Laboratory Technician               4       Married       16392
## 249 Healthcare Representative               2      Divorced        9255
## 250      Sales Representative               3      Divorced        2912
## 251           Sales Executive               1      Divorced       16586
## 252                   Manager               4        Single       16154
## 253        Research Scientist               1       Married        5771
## 254                   Manager               4       Married       20462
## 255        Research Scientist               3       Married       21643
## 256      Sales Representative               1        Single       20989
## 257     Laboratory Technician               3       Married       14168
## 258     Laboratory Technician               3       Married       21821
## 259                   Manager               2        Single       15896
## 260     Laboratory Technician               1       Married        6881
## 261         Research Director               3      Divorced       13523
## 262                   Manager               2      Divorced       17334
## 263 Healthcare Representative               4       Married        5718
## 264     Laboratory Technician               2        Single       23826
## 265     Laboratory Technician               1        Single       10224
## 266     Laboratory Technician               1       Married       11141
## 267     Laboratory Technician               1       Married       17663
## 268           Sales Executive               1      Divorced        4297
## 269           Sales Executive               3      Divorced        9647
## 270         Research Director               3       Married        3525
## 271 Healthcare Representative               4       Married       14408
## 272           Sales Executive               2       Married       21173
## 273 Healthcare Representative               3        Single       22245
## 274           Sales Executive               4        Single       24252
## 275           Human Resources               4       Married       10503
## 276           Sales Executive               3        Single       23333
## 277     Laboratory Technician               3       Married       10228
## 278     Laboratory Technician               3      Divorced       16031
## 279        Research Scientist               4      Divorced        5598
## 280 Healthcare Representative               4       Married       15830
## 281        Research Scientist               3      Divorced       15748
## 282           Sales Executive               4        Single       20392
## 283        Research Scientist               3        Single       16885
## 284     Laboratory Technician               4       Married       22955
## 285    Manufacturing Director               1       Married        5549
## 286 Healthcare Representative               2        Single        7192
## 287      Sales Representative               3      Divorced       23522
## 288        Research Scientist               2       Married       19573
## 289        Research Scientist               3       Married        7950
## 290    Manufacturing Director               2      Divorced        2819
## 291        Research Scientist               3        Single       10826
## 292    Manufacturing Director               3        Single       15397
## 293     Laboratory Technician               4       Married        7003
## 294    Manufacturing Director               4        Single       23848
## 295        Research Scientist               3       Married       20898
## 296     Laboratory Technician               2       Married        7331
## 297 Healthcare Representative               4       Married       26542
## 298           Sales Executive               3        Single       19558
## 299        Research Scientist               3      Divorced        5013
## 300        Research Scientist               1       Married       22977
##     NumCompaniesWorked Over18 OverTime PercentSalaryHike PerformanceRating
## 1                    1      Y       No                20                 4
## 2                    3      Y       No                18                 3
## 3                    6      Y      Yes                17                 3
## 4                    1      Y       No                22                 4
## 5                    1      Y       No                11                 3
## 6                    3      Y       No                14                 3
## 7                    0      Y       No                13                 3
## 8                    1      Y       No                20                 4
## 9                    1      Y       No                25                 4
## 10                   3      Y       No                16                 3
## 11                   4      Y       No                11                 3
## 12                   3      Y       No                22                 4
## 13                   1      Y       No                14                 3
## 14                   0      Y       No                19                 3
## 15                   2      Y       No                19                 3
## 16                   0      Y      Yes                19                 3
## 17                   8      Y       No                17                 3
## 18                   3      Y       No                14                 3
## 19                   3      Y       No                22                 4
## 20                   1      Y       No                17                 3
## 21                   1      Y       No                13                 3
## 22                   3      Y       No                12                 3
## 23                   1      Y       No                16                 3
## 24                   1      Y      Yes                20                 4
## 25                   3      Y       No                14                 3
## 26                   3      Y       No                14                 3
## 27                   2      Y      Yes                20                 4
## 28                   0      Y      Yes                13                 3
## 29                   1      Y       No                12                 3
## 30                   4      Y       No                13                 3
## 31                   9      Y       No                12                 3
## 32                   7      Y       No                12                 3
## 33                   8      Y       No                14                 3
## 34                   8      Y       No                19                 3
## 35                   3      Y       No                13                 3
## 36                   0      Y       No                17                 3
## 37                   2      Y      Yes                13                 3
## 38                   7      Y       No                16                 3
## 39                   1      Y      Yes                13                 3
## 40                   1      Y       No                13                 3
## 41                   3      Y       No                14                 3
## 42                   0      Y      Yes                11                 3
## 43                   4      Y       No                17                 3
## 44                   2      Y       No                12                 3
## 45                   6      Y       No                14                 3
## 46                   0      Y       No                14                 3
## 47                   1      Y       No                25                 4
## 48                   1      Y       No                13                 3
## 49                   1      Y       No                22                 4
## 50                   4      Y      Yes                20                 4
## 51                   0      Y       No                14                 3
## 52                   1      Y       No                19                 3
## 53                   7      Y       No                14                 3
## 54                   7      Y       No                16                 3
## 55                   3      Y       No                25                 4
## 56                   3      Y      Yes                13                 3
## 57                   1      Y       No                15                 3
## 58                   3      Y       No                12                 3
## 59                   1      Y      Yes                13                 3
## 60                   0      Y       No                13                 3
## 61                   1      Y      Yes                14                 3
## 62                   3      Y       No                15                 3
## 63                   1      Y       No                16                 3
## 64                   9      Y      Yes                14                 3
## 65                   1      Y       No                19                 3
## 66                   2      Y      Yes                11                 3
## 67                   7      Y       No                16                 3
## 68                   2      Y       No                15                 3
## 69                   7      Y       No                13                 3
## 70                   1      Y       No                19                 3
## 71                   3      Y       No                14                 3
## 72                   2      Y       No                11                 3
## 73                   7      Y       No                11                 3
## 74                   0      Y       No                18                 3
## 75                   1      Y       No                12                 3
## 76                   1      Y       No                19                 3
## 77                   1      Y       No                13                 3
## 78                   1      Y       No                22                 4
## 79                   0      Y      Yes                11                 3
## 80                   4      Y      Yes                12                 3
## 81                   3      Y       No                22                 4
## 82                   1      Y       No                14                 3
## 83                   3      Y       No                15                 3
## 84                   0      Y      Yes                14                 3
## 85                   9      Y       No                15                 3
## 86                   4      Y       No                21                 4
## 87                   4      Y       No                11                 3
## 88                   9      Y       No                12                 3
## 89                   3      Y      Yes                16                 3
## 90                   7      Y      Yes                12                 3
## 91                   1      Y       No                19                 3
## 92                   1      Y       No                17                 3
## 93                   2      Y       No                15                 3
## 94                   9      Y       No                15                 3
## 95                   1      Y       No                11                 3
## 96                   5      Y      Yes                12                 3
## 97                   1      Y       No                14                 3
## 98                   1      Y       No                13                 3
## 99                   2      Y       No                22                 4
## 100                  2      Y      Yes                13                 3
## 101                  1      Y       No                14                 3
## 102                  0      Y      Yes                11                 3
## 103                  0      Y      Yes                11                 3
## 104                  1      Y       No                13                 3
## 105                  1      Y       No                15                 3
## 106                  1      Y      Yes                13                 3
## 107                  2      Y       No                13                 3
## 108                  0      Y       No                13                 3
## 109                  1      Y      Yes                20                 4
## 110                  2      Y       No                13                 3
## 111                  0      Y       No                23                 4
## 112                  2      Y      Yes                19                 3
## 113                  7      Y       No                15                 3
## 114                  0      Y       No                18                 3
## 115                  4      Y       No                13                 3
## 116                  3      Y      Yes                14                 3
## 117                  0      Y      Yes                11                 3
## 118                  4      Y       No                12                 3
## 119                  1      Y      Yes                13                 3
## 120                  0      Y      Yes                16                 3
## 121                  8      Y       No                11                 3
## 122                  1      Y       No                16                 3
## 123                  0      Y      Yes                19                 3
## 124                  5      Y       No                12                 3
## 125                  1      Y      Yes                13                 3
## 126                  1      Y       No                14                 3
## 127                  0      Y       No                17                 3
## 128                  6      Y       No                19                 3
## 129                  6      Y       No                13                 3
## 130                  1      Y      Yes                24                 4
## 131                  8      Y      Yes                22                 4
## 132                  3      Y       No                19                 3
## 133                  0      Y       No                13                 3
## 134                  5      Y       No                13                 3
## 135                  8      Y       No                12                 3
## 136                  3      Y      Yes                12                 3
## 137                  1      Y       No                19                 3
## 138                  9      Y       No                14                 3
## 139                  3      Y       No                18                 3
## 140                  2      Y      Yes                20                 4
## 141                  6      Y       No                11                 3
## 142                  6      Y       No                15                 3
## 143                  1      Y      Yes                11                 3
## 144                  4      Y       No                17                 3
## 145                  5      Y       No                15                 3
## 146                  5      Y       No                12                 3
## 147                  0      Y      Yes                11                 3
## 148                  1      Y       No                13                 3
## 149                  2      Y       No                12                 3
## 150                  1      Y       No                15                 3
## 151                  0      Y       No                19                 3
## 152                  4      Y       No                15                 3
## 153                  8      Y       No                14                 3
## 154                  3      Y       No                23                 4
## 155                  4      Y       No                13                 3
## 156                  2      Y       No                13                 3
## 157                  3      Y       No                12                 3
## 158                  1      Y      Yes                11                 3
## 159                  9      Y       No                14                 3
## 160                  9      Y       No                14                 3
## 161                  0      Y      Yes                13                 3
## 162                  0      Y       No                13                 3
## 163                  1      Y      Yes                16                 3
## 164                  1      Y      Yes                13                 3
## 165                  3      Y       No                11                 3
## 166                  1      Y      Yes                11                 3
## 167                  1      Y       No                23                 4
## 168                  2      Y       No                15                 3
## 169                  7      Y       No                21                 4
## 170                  4      Y       No                12                 3
## 171                  0      Y       No                11                 3
## 172                  3      Y      Yes                11                 3
## 173                  0      Y       No                19                 3
## 174                  1      Y      Yes                14                 3
## 175                  1      Y       No                14                 3
## 176                  1      Y       No                15                 3
## 177                  4      Y       No                11                 3
## 178                  6      Y       No                11                 3
## 179                  1      Y      Yes                13                 3
## 180                  6      Y      Yes                14                 3
## 181                  0      Y       No                16                 3
## 182                  1      Y       No                13                 3
## 183                  4      Y      Yes                14                 3
## 184                  5      Y       No                18                 3
## 185                  2      Y       No                13                 3
## 186                  5      Y       No                13                 3
## 187                  5      Y       No                19                 3
## 188                  5      Y      Yes                22                 4
## 189                  2      Y       No                13                 3
## 190                  0      Y       No                17                 3
## 191                  0      Y       No                24                 4
## 192                  1      Y       No                13                 3
## 193                  3      Y       No                23                 4
## 194                  1      Y      Yes                21                 4
## 195                  2      Y      Yes                13                 3
## 196                  1      Y       No                14                 3
## 197                  2      Y       No                14                 3
## 198                  5      Y       No                11                 3
## 199                  0      Y       No                14                 3
## 200                  7      Y       No                15                 3
## 201                  8      Y       No                14                 3
## 202                  1      Y       No                12                 3
## 203                  1      Y       No                17                 3
## 204                  3      Y       No                16                 3
## 205                  4      Y       No                16                 3
## 206                  8      Y       No                23                 4
## 207                  4      Y       No                11                 3
## 208                  1      Y       No                11                 3
## 209                  4      Y       No                12                 3
## 210                  2      Y       No                11                 3
## 211                  2      Y       No                14                 3
## 212                  1      Y       No                12                 3
## 213                  1      Y       No                19                 3
## 214                  9      Y       No                11                 3
## 215                  0      Y       No                21                 4
## 216                  5      Y      Yes                21                 4
## 217                  1      Y       No                19                 3
## 218                  6      Y      Yes                13                 3
## 219                  0      Y      Yes                12                 3
## 220                  1      Y      Yes                11                 3
## 221                  1      Y      Yes                14                 3
## 222                  1      Y       No                24                 4
## 223                  1      Y      Yes                14                 3
## 224                  7      Y       No                12                 3
## 225                  1      Y       No                12                 3
## 226                  6      Y       No                12                 3
## 227                  2      Y       No                14                 3
## 228                  6      Y       No                11                 3
## 229                  1      Y       No                13                 3
## 230                  1      Y       No                15                 3
## 231                  1      Y       No                14                 3
## 232                  7      Y       No                12                 3
## 233                  3      Y       No                18                 3
## 234                  7      Y      Yes                18                 3
## 235                  2      Y       No                18                 3
## 236                  0      Y       No                14                 3
## 237                  1      Y      Yes                14                 3
## 238                  4      Y       No                11                 3
## 239                  1      Y       No                14                 3
## 240                  0      Y       No                16                 3
## 241                  1      Y       No                12                 3
## 242                  3      Y      Yes                14                 3
## 243                  7      Y      Yes                12                 3
## 244                  3      Y      Yes                14                 3
## 245                  2      Y       No                23                 4
## 246                  0      Y       No                19                 3
## 247                  2      Y      Yes                12                 3
## 248                  0      Y       No                11                 3
## 249                  2      Y      Yes                13                 3
## 250                  1      Y      Yes                18                 3
## 251                  4      Y      Yes                13                 3
## 252                  2      Y       No                22                 4
## 253                  1      Y       No                21                 4
## 254                  9      Y       No                23                 4
## 255                  0      Y       No                17                 3
## 256                  0      Y       No                21                 4
## 257                  1      Y      Yes                16                 3
## 258                  8      Y       No                20                 4
## 259                  1      Y       No                19                 3
## 260                  1      Y       No                15                 3
## 261                  9      Y       No                12                 3
## 262                  6      Y      Yes                13                 3
## 263                  1      Y       No                13                 3
## 264                  1      Y       No                22                 4
## 265                  7      Y       No                22                 4
## 266                  1      Y       No                16                 3
## 267                  6      Y       No                20                 4
## 268                  0      Y       No                17                 3
## 269                  0      Y       No                12                 3
## 270                  1      Y       No                24                 4
## 271                  0      Y       No                21                 4
## 272                  0      Y       No                11                 3
## 273                  7      Y       No                14                 3
## 274                  1      Y       No                14                 3
## 275                  4      Y      Yes                11                 3
## 276                  8      Y       No                15                 3
## 277                  2      Y       No                12                 3
## 278                  8      Y       No                12                 3
## 279                  1      Y       No                15                 3
## 280                  1      Y       No                19                 3
## 281                  1      Y       No                11                 3
## 282                  3      Y       No                20                 4
## 283                  3      Y       No                12                 3
## 284                  1      Y      Yes                11                 3
## 285                  1      Y       No                14                 3
## 286                  3      Y       No                18                 3
## 287                  6      Y      Yes                19                 3
## 288                  4      Y      Yes                22                 4
## 289                  1      Y       No                13                 3
## 290                  6      Y       No                20                 4
## 291                  1      Y      Yes                11                 3
## 292                  4      Y      Yes                14                 3
## 293                  1      Y       No                13                 3
## 294                  4      Y       No                17                 3
## 295                  1      Y      Yes                14                 3
## 296                  1      Y       No                20                 4
## 297                  4      Y       No                20                 4
## 298                  0      Y       No                11                 3
## 299                  0      Y       No                12                 3
## 300                  1      Y      Yes                12                 3
##     RelationshipSatisfaction StandardHours StockOptionLevel TotalWorkingYears
## 1                          3            80                1                 7
## 2                          1            80                0                 5
## 3                          3            80                0                24
## 4                          2            80                0                 5
## 5                          1            80                2                 7
## 6                          3            80                1                19
## 7                          1            80                1                 8
## 8                          3            80                0                 2
## 9                          3            80                3                10
## 10                         2            80                0                29
## 11                         1            80                1                28
## 12                         3            80                1                 7
## 13                         1            80                1                 6
## 14                         2            80                1                 5
## 15                         2            80                2                10
## 16                         1            80                1                 4
## 17                         4            80                2                11
## 18                         3            80                1                 7
## 19                         4            80                1                10
## 20                         2            80                0                 6
## 21                         3            80                0                 9
## 22                         2            80                1                 9
## 23                         4            80                0                 9
## 24                         2            80                2                 6
## 25                         2            80                2                29
## 26                         3            80                1                12
## 27                         3            80                0                11
## 28                         4            80                0                21
## 29                         4            80                0                10
## 30                         2            80                1                 6
## 31                         4            80                1                 6
## 32                         3            80                1                11
## 33                         3            80                1                18
## 34                         3            80                2                 8
## 35                         2            80                1                26
## 36                         3            80                1                 4
## 37                         3            80                1                21
## 38                         3            80                2                 8
## 39                         3            80                0                 2
## 40                         4            80                0                 1
## 41                         2            80                1                25
## 42                         2            80                1                 7
## 43                         4            80                1                 7
## 44                         4            80                0                14
## 45                         2            80                0                 8
## 46                         2            80                0                 5
## 47                         3            80                1                 3
## 48                         1            80                0                 5
## 49                         2            80                0                 1
## 50                         1            80                3                12
## 51                         1            80                0                 4
## 52                         4            80                0                 1
## 53                         2            80                1                 9
## 54                         1            80                1                10
## 55                         3            80                1                36
## 56                         3            80                1                10
## 57                         3            80                2                10
## 58                         1            80                1                20
## 59                         2            80                2                 1
## 60                         3            80                0                 8
## 61                         3            80                1                15
## 62                         4            80                0                10
## 63                         3            80                1                10
## 64                         4            80                1                 3
## 65                         2            80                0                 1
## 66                         3            80                0                 4
## 67                         3            80                1                17
## 68                         4            80                0                18
## 69                         1            80                0                18
## 70                         4            80                1                 1
## 71                         2            80                0                15
## 72                         1            80                1                11
## 73                         4            80                0                28
## 74                         2            80                1                 4
## 75                         1            80                0                 0
## 76                         4            80                1                 6
## 77                         2            80                0                 1
## 78                         2            80                2                 3
## 79                         2            80                1                 8
## 80                         4            80                0                 8
## 81                         2            80                2                10
## 82                         2            80                1                 8
## 83                         1            80                0                 8
## 84                         3            80                0                 6
## 85                         3            80                0                 9
## 86                         3            80                2                 9
## 87                         1            80                0                37
## 88                         2            80                0                10
## 89                         4            80                0                21
## 90                         4            80                0                40
## 91                         1            80                0                 6
## 92                         1            80                2                 9
## 93                         3            80                1                13
## 94                         3            80                1                12
## 95                         3            80                2                 2
## 96                         4            80                1                29
## 97                         2            80                0                 5
## 98                         2            80                2                10
## 99                         3            80                1                32
## 100                        4            80                1                 5
## 101                        1            80                0                 7
## 102                        3            80                2                10
## 103                        3            80                0                 5
## 104                        4            80                0                 1
## 105                        2            80                2                 5
## 106                        3            80                0                 4
## 107                        4            80                0                19
## 108                        1            80                0                 6
## 109                        2            80                1                17
## 110                        3            80                1                23
## 111                        1            80                2                 6
## 112                        3            80                1                15
## 113                        2            80                0                 6
## 114                        4            80                0                 5
## 115                        1            80                1                 8
## 116                        1            80                0                 8
## 117                        2            80                1                 1
## 118                        3            80                1                 7
## 119                        3            80                0                21
## 120                        4            80                0                 3
## 121                        3            80                2                13
## 122                        4            80                1                 5
## 123                        4            80                0                12
## 124                        4            80                3                 5
## 125                        2            80                0                 6
## 126                        3            80                0                16
## 127                        2            80                1                 3
## 128                        4            80                0                29
## 129                        2            80                1                12
## 130                        3            80                0                 1
## 131                        4            80                1                16
## 132                        1            80                0                 5
## 133                        3            80                2                10
## 134                        3            80                3                20
## 135                        4            80                1                10
## 136                        3            80                0                 9
## 137                        1            80                0                 2
## 138                        2            80                1                10
## 139                        2            80                1                26
## 140                        4            80                1                13
## 141                        2            80                2                17
## 142                        3            80                1                12
## 143                        4            80                0                13
## 144                        3            80                1                11
## 145                        3            80                0                 9
## 146                        3            80                1                 8
## 147                        3            80                1                10
## 148                        1            80                2                10
## 149                        3            80                1                12
## 150                        4            80                0                 0
## 151                        2            80                1                 9
## 152                        2            80                0                 7
## 153                        2            80                3                 7
## 154                        4            80                1                25
## 155                        2            80                1                21
## 156                        3            80                0                21
## 157                        4            80                0                 9
## 158                        2            80                0                 5
## 159                        1            80                0                 4
## 160                        4            80                1                24
## 161                        1            80                3                 4
## 162                        2            80                0                10
## 163                        2            80                1                 9
## 164                        3            80                1                 1
## 165                        3            80                2                11
## 166                        4            80                0                 1
## 167                        2            80                0                 6
## 168                        3            80                1                16
## 169                        3            80                0                 9
## 170                        1            80                1                11
## 171                        2            80                0                 6
## 172                        2            80                0                 6
## 173                        3            80                2                10
## 174                        4            80                1                18
## 175                        3            80                0                 5
## 176                        1            80                2                 1
## 177                        1            80                2                 7
## 178                        2            80                2                12
## 179                        4            80                0                 8
## 180                        4            80                2                 7
## 181                        2            80                1                34
## 182                        1            80                0                 8
## 183                        4            80                0                 8
## 184                        2            80                1                 6
## 185                        3            80                0                 6
## 186                        3            80                1                 6
## 187                        3            80                1                 6
## 188                        3            80                1                22
## 189                        3            80                0                19
## 190                        1            80                0                 6
## 191                        1            80                1                13
## 192                        1            80                1                 9
## 193                        3            80                1                15
## 194                        2            80                1                 3
## 195                        4            80                1                12
## 196                        4            80                1                 5
## 197                        2            80                3                20
## 198                        4            80                0                33
## 199                        1            80                2                 5
## 200                        4            80                1                 4
## 201                        2            80                1                 5
## 202                        2            80                1                13
## 203                        4            80                0                 2
## 204                        3            80                1                10
## 205                        3            80                1                 6
## 206                        1            80                0                28
## 207                        4            80                1                26
## 208                        1            80                1                10
## 209                        4            80                0                10
## 210                        2            80                1                19
## 211                        4            80                0                 8
## 212                        4            80                1                 4
## 213                        1            80                1                 1
## 214                        3            80                0                15
## 215                        2            80                0                10
## 216                        3            80                1                20
## 217                        3            80                1                 6
## 218                        2            80                1                 6
## 219                        3            80                1                 6
## 220                        4            80                0                 6
## 221                        1            80                2                 7
## 222                        1            80                1                15
## 223                        3            80                3                10
## 224                        2            80                1                 7
## 225                        4            80                2                 6
## 226                        2            80                1                 8
## 227                        1            80                1                17
## 228                        3            80                1                 6
## 229                        3            80                1                 8
## 230                        2            80                0                10
## 231                        2            80                1                21
## 232                        3            80                2                 8
## 233                        4            80                1                13
## 234                        4            80                1                35
## 235                        3            80                0                 8
## 236                        4            80                2                 8
## 237                        4            80                2                 9
## 238                        2            80                0                10
## 239                        4            80                0                 7
## 240                        4            80                1                 6
## 241                        4            80                1                15
## 242                        3            80                1                14
## 243                        4            80                0                15
## 244                        1            80                1                18
## 245                        2            80                0                25
## 246                        4            80                1                 8
## 247                        4            80                0                18
## 248                        1            80                3                10
## 249                        4            80                1                24
## 250                        4            80                2                 8
## 251                        2            80                1                20
## 252                        3            80                0                27
## 253                        2            80                0                10
## 254                        4            80                1                22
## 255                        4            80                0                 2
## 256                        1            80                0                 1
## 257                        4            80                1                 6
## 258                        2            80                1                 9
## 259                        2            80                0                22
## 260                        1            80                1                 4
## 261                        1            80                1                 9
## 262                        4            80                2                21
## 263                        2            80                2                10
## 264                        2            80                0                 4
## 265                        1            80                0                10
## 266                        1            80                2                 6
## 267                        2            80                1                17
## 268                        4            80                1                10
## 269                        3            80                2                17
## 270                        1            80                1                14
## 271                        2            80                1                10
## 272                        4            80                1                10
## 273                        2            80                0                27
## 274                        2            80                0                 4
## 275                        3            80                0                14
## 276                        3            80                0                 8
## 277                        1            80                0                 6
## 278                        2            80                1                 4
## 279                        1            80                3                 3
## 280                        1            80                3                11
## 281                        4            80                3                 4
## 282                        2            80                0                 8
## 283                        4            80                0                20
## 284                        4            80                0                 1
## 285                        3            80                0                16
## 286                        3            80                0                21
## 287                        3            80                3                 5
## 288                        4            80                1                15
## 289                        3            80                1                 4
## 290                        4            80                2                 7
## 291                        3            80                0                 6
## 292                        4            80                0                10
## 293                        2            80                0                11
## 294                        4            80                0                12
## 295                        1            80                1                 8
## 296                        3            80                1                 2
## 297                        4            80                1                14
## 298                        2            80                0                 6
## 299                        3            80                2                 6
## 300                        1            80                1                 8
##     TrainingTimesLastYear WorkLifeBalance YearsAtCompany YearsInCurrentRole
## 1                       5               3              7                  7
## 2                       4               3              3                  2
## 3                       2               2             19                  7
## 4                       3               3              5                  4
## 5                       3               3              7                  7
## 6                       6               4              1                  0
## 7                       2               4              7                  7
## 8                       2               1              2                  2
## 9                       2               2             10                  7
## 10                      1               2              5                  2
## 11                      1               4              7                  7
## 12                      3               3              4                  2
## 13                      5               2              6                  0
## 14                      3               3              4                  2
## 15                      2               3              0                  0
## 16                      3               4              3                  2
## 17                      3               3              7                  0
## 18                      3               3              0                  0
## 19                      3               2              7                  7
## 20                      2               1              5                  4
## 21                      4               3              9                  8
## 22                      3               3              4                  2
## 23                      3               3              9                  8
## 24                      3               3              6                  5
## 25                      3               3              8                  7
## 26                      4               2              9                  8
## 27                      2               2              0                  0
## 28                      3               2             20                  8
## 29                      6               4             10                  8
## 30                      3               3              2                  2
## 31                      3               3              2                  2
## 32                      4               2              1                  0
## 33                      2               3              8                  7
## 34                      3               2              1                  0
## 35                      4               4              9                  3
## 36                      3               3              3                  2
## 37                      5               2             10                  9
## 38                      2               2              6                  2
## 39                      3               2              2                  2
## 40                      2               3              1                  0
## 41                      2               3              8                  7
## 42                      2               3              6                  2
## 43                      5               2              4                  3
## 44                      6               3             11                 10
## 45                      6               3              2                  2
## 46                      2               3              4                  3
## 47                      3               3              3                  2
## 48                      4               3              5                  3
## 49                      5               3              1                  0
## 50                      3               2              1                  0
## 51                      3               3              3                  2
## 52                      2               3              1                  0
## 53                      3               2              1                  0
## 54                      3               4              4                  3
## 55                      6               3             10                  8
## 56                      3               3              7                  7
## 57                      4               4             10                  7
## 58                      3               3             18                 16
## 59                      2               2              1                  0
## 60                      2               2              7                  7
## 61                      3               3             15                 14
## 62                      6               3              7                  7
## 63                      2               3             10                  7
## 64                      3               2              1                  0
## 65                      2               3              1                  0
## 66                      2               2              0                  0
## 67                      3               3              4                  2
## 68                      2               3              4                  2
## 69                      2               3              7                  7
## 70                      3               3              1                  0
## 71                      3               1              5                  4
## 72                      3               3              7                  6
## 73                      3               2             21                 16
## 74                      2               3              3                  2
## 75                      2               3              0                  0
## 76                      0               4              6                  4
## 77                      3               3              1                  0
## 78                      3               1              3                  2
## 79                      2               2              7                  7
## 80                      2               3              5                  4
## 81                      1               2              6                  3
## 82                      3               2              7                  7
## 83                      3               2              4                  3
## 84                      3               2              5                  4
## 85                      2               2              5                  4
## 86                      2               4              5                  0
## 87                      3               2              6                  4
## 88                      2               3              8                  7
## 89                      2               3              2                  0
## 90                      2               3             31                 15
## 91                      1               3              6                  5
## 92                      3               3              9                  8
## 93                      3               2              4                  3
## 94                      3               1              8                  3
## 95                      2               3              2                  2
## 96                      2               2             27                  3
## 97                      3               1              5                  4
## 98                      2               3             10                  9
## 99                      3               3              2                  2
## 100                     2               3              3                  2
## 101                     5               3              7                  7
## 102                     2               1              9                  7
## 103                     2               2              4                  2
## 104                     0               4              1                  0
## 105                     6               3              4                  2
## 106                     3               2              4                  3
## 107                     0               3              2                  2
## 108                     2               3              5                  2
## 109                     2               3             17                 14
## 110                     2               4              1                  0
## 111                     5               3              5                  3
## 112                     3               3              3                  2
## 113                     3               2              2                  2
## 114                     2               3              4                  2
## 115                     2               2              6                  3
## 116                     2               3              4                  1
## 117                     5               3              0                  0
## 118                     3               2              4                  3
## 119                     2               3             21                  6
## 120                     5               3              2                  2
## 121                     2               3              5                  4
## 122                     1               3              5                  3
## 123                     2               1             11                  9
## 124                     2               3              0                  0
## 125                     1               3              5                  3
## 126                     3               3             16                 13
## 127                     0               2              2                  1
## 128                     3               2             20                  7
## 129                     2               3             10                  9
## 130                     2               1              1                  0
## 131                     2               3              4                  2
## 132                     3               3              0                  0
## 133                     4               2              9                  5
## 134                     2               3              5                  0
## 135                     3               2              8                  2
## 136                     3               2              4                  2
## 137                     3               3              2                  2
## 138                     2               3              2                  2
## 139                     6               3              7                  7
## 140                     3               1              7                  7
## 141                     5               3              1                  0
## 142                     3               3              1                  0
## 143                     2               3             13                 12
## 144                     3               2              7                  1
## 145                     5               2              6                  3
## 146                     0               3              6                  4
## 147                     4               3              9                  6
## 148                     3               3             10                  8
## 149                     2               3             10                  9
## 150                     2               3              0                  0
## 151                     3               4              8                  7
## 152                     6               3              1                  0
## 153                     2               3              2                  2
## 154                     3               2             23                 15
## 155                     2               2              7                  6
## 156                     3               2              6                  0
## 157                     1               3              2                  2
## 158                     3               3              5                  4
## 159                     3               3              2                  2
## 160                     1               3             20                  6
## 161                     3               2              3                  2
## 162                     5               3              9                  7
## 163                     3               3              9                  8
## 164                     3               2              1                  0
## 165                     2               4              8                  7
## 166                     5               3              1                  0
## 167                     5               2              6                  5
## 168                     1               4              9                  7
## 169                     3               3              4                  3
## 170                     3               2              8                  7
## 171                     2               4              5                  4
## 172                     1               3              3                  2
## 173                     2               3              9                  7
## 174                     1               2             18                 14
## 175                     3               2              5                  3
## 176                     2               3              1                  0
## 177                     2               3              5                  2
## 178                     2               3             10                  6
## 179                     2               3              8                  2
## 180                     2               2              2                  2
## 181                     4               3             33                  7
## 182                     2               3              8                  1
## 183                     3               3              5                  2
## 184                     2               3              2                  2
## 185                     0               2              4                  2
## 186                     5               3              2                  2
## 187                     1               3              2                  2
## 188                     3               3             17                 13
## 189                     4               2             10                  0
## 190                     2               1              5                  3
## 191                     2               2             12                  9
## 192                     3               3              9                  7
## 193                     2               1             13                 11
## 194                     2               3              3                  2
## 195                     2               3              5                  3
## 196                     2               4              4                  3
## 197                     2               3              5                  3
## 198                     5               1             29                  8
## 199                     2               3              4                  3
## 200                     2               3              2                  2
## 201                     4               3              1                  0
## 202                     5               1             13                 10
## 203                     2               3              2                  1
## 204                     3               3              7                  0
## 205                     3               3              0                  0
## 206                     2               3             26                 15
## 207                     3               2             14                 13
## 208                     2               3             10                  8
## 209                     2               3              8                  0
## 210                     3               3              5                  4
## 211                     2               3              2                  2
## 212                     5               3              4                  3
## 213                     3               2              1                  0
## 214                     2               3             11                  9
## 215                     2               3              9                  7
## 216                     2               3             18                 13
## 217                     3               3              5                  2
## 218                     0               1              1                  0
## 219                     4               3              5                  2
## 220                     3               3              6                  2
## 221                     2               3              7                  7
## 222                     4               2             15                 12
## 223                     1               3             10                  8
## 224                     2               4              5                  1
## 225                     2               3              6                  3
## 226                     2               2              6                  5
## 227                     2               2              3                  1
## 228                     0               2              4                  2
## 229                     4               3              8                  0
## 230                     4               1             10                  3
## 231                     2               3             20                  8
## 232                     5               3              5                  4
## 233                     0               3              8                  7
## 234                     3               3              5                  2
## 235                     6               3              6                  2
## 236                     2               2              7                  5
## 237                     3               2              9                  7
## 238                     1               4              2                  2
## 239                     2               3              7                  7
## 240                     2               1              5                  3
## 241                     5               3             14                 11
## 242                     1               1              6                  4
## 243                     2               4              7                  6
## 244                     4               3              4                  3
## 245                     3               3             17                 14
## 246                     2               2              7                  6
## 247                     2               2              1                  0
## 248                     6               3              9                  8
## 249                     3               3              6                  0
## 250                     3               3              8                  2
## 251                     3               3              3                  2
## 252                     3               2              5                  4
## 253                     6               3             10                  8
## 254                     1               3             20                  8
## 255                     5               2              1                  0
## 256                     5               4              0                  0
## 257                     4               3              6                  3
## 258                     3               3              5                  2
## 259                     2               3             22                 10
## 260                     3               2              4                  3
## 261                     3               3              2                  2
## 262                     4               3             19                  9
## 263                     4               3             10                  2
## 264                     3               3              4                  3
## 265                     2               4              5                  4
## 266                     2               3              5                  3
## 267                     3               3              5                  4
## 268                     2               3              9                  3
## 269                     6               2             16                 10
## 270                     3               3             14                 10
## 271                     2               3              9                  0
## 272                     2               3              9                  7
## 273                     3               3             15                 11
## 274                     3               3              4                  2
## 275                     3               3             10                  7
## 276                     3               3              5                  3
## 277                     3               4              4                  3
## 278                     0               2              2                  2
## 279                     5               3              3                  2
## 280                     3               3             11                 10
## 281                     2               3              4                  2
## 282                     3               3              6                  2
## 283                     4               2              4                  3
## 284                     4               2              1                  1
## 285                     2               2             15                 11
## 286                     6               3              7                  7
## 287                     3               3              3                  2
## 288                     2               3              1                  0
## 289                     0               3              4                  2
## 290                     0               3              3                  2
## 291                     4               3              6                  4
## 292                     4               4              1                  0
## 293                     3               4             11                  8
## 294                     3               4              6                  5
## 295                     2               3              8                  7
## 296                     2               3              2                  2
## 297                     6               3             11                 10
## 298                     6               3              5                  4
## 299                     5               2              5                  3
## 300                     3               2              8                  7
##     YearsSinceLastPromotion YearsWithCurrManager
## 1                         7                    7
## 2                         0                    2
## 3                         3                    8
## 4                         0                    2
## 5                         0                    7
## 6                         0                    0
## 7                         0                    7
## 8                         2                    2
## 9                         0                    9
## 10                        0                    3
## 11                        4                    3
## 12                        0                    3
## 13                        1                    2
## 14                        1                    1
## 15                        0                    0
## 16                        0                    2
## 17                        1                    6
## 18                        0                    0
## 19                        1                    7
## 20                        1                    4
## 21                        8                    8
## 22                        1                    3
## 23                        4                    7
## 24                        0                    4
## 25                        0                    7
## 26                        4                    7
## 27                        0                    0
## 28                        2                   10
## 29                        9                    6
## 30                        2                    2
## 31                        2                    2
## 32                        0                    0
## 33                        7                    7
## 34                        0                    0
## 35                        1                    1
## 36                        0                    2
## 37                        9                    5
## 38                        0                    4
## 39                        2                    2
## 40                        0                    0
## 41                        0                    7
## 42                        1                    2
## 43                        0                    2
## 44                        5                    8
## 45                        2                    1
## 46                        1                    2
## 47                        1                    2
## 48                        1                    2
## 49                        0                    0
## 50                        0                    0
## 51                        1                    2
## 52                        0                    1
## 53                        0                    0
## 54                        0                    3
## 55                        4                    7
## 56                        1                    7
## 57                        0                    8
## 58                        1                   11
## 59                        0                    0
## 60                        3                    6
## 61                        0                    7
## 62                        7                    7
## 63                        0                    7
## 64                        0                    0
## 65                        0                    0
## 66                        0                    0
## 67                        0                    3
## 68                        0                    3
## 69                        1                    7
## 70                        0                    0
## 71                        1                    0
## 72                        7                    6
## 73                        7                    9
## 74                        2                    2
## 75                        0                    0
## 76                        1                    3
## 77                        1                    0
## 78                        0                    2
## 79                        1                    0
## 80                        1                    3
## 81                        3                    3
## 82                        7                    5
## 83                        0                    1
## 84                        0                    2
## 85                        0                    3
## 86                        0                    3
## 87                        0                    2
## 88                        7                    7
## 89                        0                    2
## 90                       13                    8
## 91                        1                    5
## 92                        4                    7
## 93                        1                    2
## 94                        3                    6
## 95                        2                    1
## 96                       13                    8
## 97                        0                    4
## 98                        9                    0
## 99                        2                    2
## 100                       0                    2
## 101                       0                    7
## 102                       8                    5
## 103                       0                    2
## 104                       0                    0
## 105                       3                    2
## 106                       0                    1
## 107                       2                    2
## 108                       0                    3
## 109                       5                   15
## 110                       0                    0
## 111                       4                    2
## 112                       1                    2
## 113                       2                    2
## 114                       0                    0
## 115                       0                    0
## 116                       0                    3
## 117                       0                    0
## 118                       0                    3
## 119                       2                    8
## 120                       2                    2
## 121                       0                    4
## 122                       0                    4
## 123                       4                    7
## 124                       0                    0
## 125                       1                    3
## 126                       2                   10
## 127                       0                    2
## 128                      12                    7
## 129                       0                    8
## 130                       0                    1
## 131                       0                    2
## 132                       0                    0
## 133                       1                    6
## 134                       0                    4
## 135                       7                    6
## 136                       0                    1
## 137                       2                    2
## 138                       1                    2
## 139                       4                    7
## 140                       4                    5
## 141                       0                    0
## 142                       0                    0
## 143                      11                    9
## 144                       0                    7
## 145                       0                    1
## 146                       0                    2
## 147                       7                    8
## 148                       0                    6
## 149                       7                    4
## 150                       0                    0
## 151                       3                    7
## 152                       0                    0
## 153                       2                    2
## 154                      14                    4
## 155                       7                    7
## 156                       1                    3
## 157                       1                    0
## 158                       1                    3
## 159                       2                    0
## 160                       3                    6
## 161                       1                    2
## 162                       1                    8
## 163                       0                    8
## 164                       1                    0
## 165                       0                    7
## 166                       1                    1
## 167                       1                    4
## 168                       7                    1
## 169                       2                    2
## 170                       1                    1
## 171                       1                    4
## 172                       0                    2
## 173                       3                    4
## 174                       4                   11
## 175                       1                    4
## 176                       0                    0
## 177                       1                    4
## 178                       8                    8
## 179                       7                    7
## 180                       2                    2
## 181                       1                    9
## 182                       1                    7
## 183                       0                    2
## 184                       2                    2
## 185                       1                    2
## 186                       0                    2
## 187                       2                    0
## 188                       1                    9
## 189                       4                    7
## 190                       0                    4
## 191                       2                    8
## 192                       7                    2
## 193                       4                    7
## 194                       0                    2
## 195                       1                    2
## 196                       0                    2
## 197                       0                    2
## 198                      11                   10
## 199                       0                    3
## 200                       2                    2
## 201                       0                    0
## 202                       3                   12
## 203                       2                    2
## 204                       1                    7
## 205                       0                    0
## 206                      15                    9
## 207                       4                    8
## 208                       0                    2
## 209                       7                    7
## 210                       0                    2
## 211                       2                    2
## 212                       1                    1
## 213                       1                    0
## 214                       6                    9
## 215                       1                    8
## 216                       1                   12
## 217                       0                    2
## 218                       0                    1
## 219                       0                    3
## 220                       4                    4
## 221                       1                    7
## 222                      11                   11
## 223                       0                    7
## 224                       1                    3
## 225                       1                    5
## 226                       4                    3
## 227                       0                    2
## 228                       1                    2
## 229                       0                    7
## 230                       0                    8
## 231                       9                    9
## 232                       1                    3
## 233                       7                    5
## 234                       0                    4
## 235                       0                    1
## 236                       1                    1
## 237                       6                    8
## 238                       0                    2
## 239                       0                    7
## 240                       0                    4
## 241                       2                    9
## 242                       0                    4
## 243                       7                    7
## 244                       1                    3
## 245                      12                   11
## 246                       7                    3
## 247                       0                    1
## 248                       7                    5
## 249                       0                    4
## 250                       0                    6
## 251                       2                    0
## 252                       2                    1
## 253                       8                    7
## 254                      11                    8
## 255                       0                    0
## 256                       0                    0
## 257                       1                    2
## 258                       1                    4
## 259                       0                    4
## 260                       1                    1
## 261                       2                    2
## 262                      15                    2
## 263                       2                    2
## 264                       3                    3
## 265                       0                    4
## 266                       1                    3
## 267                       0                    3
## 268                       1                    7
## 269                       5                   13
## 270                       6                   11
## 271                       7                    8
## 272                       4                    2
## 273                       4                    8
## 274                       0                    2
## 275                       0                    2
## 276                       0                    1
## 277                       1                    2
## 278                       2                    2
## 279                       1                    2
## 280                      10                    8
## 281                       0                    3
## 282                       0                    0
## 283                       0                    3
## 284                       0                    0
## 285                       5                   11
## 286                       1                    0
## 287                       0                    2
## 288                       0                    0
## 289                       2                    2
## 290                       0                    1
## 291                       0                    2
## 292                       0                    0
## 293                       3                   10
## 294                       1                    2
## 295                       1                    7
## 296                       2                    2
## 297                      11                    1
## 298                       4                    4
## 299                       0                    3
## 300                       1                    7
cor(employeeClean$MonthlyIncome ,employeeClean[,c(2,5,7,8,12,14,15,16,18, 20,21,25,26,27,29,30,31,32,33,34,35,36,37)])
##            Age    DailyRate DistanceFromHome Education EnvironmentSatisfaction
## [1,] 0.4842883 8.790339e-05     -0.006667155 0.1271314             -0.01687744
##       HourlyRate JobInvolvement JobLevel JobSatisfaction MonthlyIncome
## [1,] 0.002391151   0.0004473792  0.95164     -0.05314853             1
##      MonthlyRate PercentSalaryHike PerformanceRating RelationshipSatisfaction
## [1,]  0.06459407       -0.05386594         -0.043131             -0.003884678
##      StockOptionLevel TotalWorkingYears TrainingTimesLastYear WorkLifeBalance
## [1,]       0.01888872         0.7785112           -0.03901457      0.02080489
##      YearsAtCompany YearsInCurrentRole YearsSinceLastPromotion
## [1,]       0.491379          0.3618405               0.3159116
##      YearsWithCurrManager OverTimeBinary
## [1,]            0.3284875    -0.02526885

#RMSE

set.seed(7)

LMSalaryMod = lm(MonthlyIncome ~ JobLevel + Age + TotalWorkingYears + YearsAtCompany + WorkLifeBalance + YearsWithCurrManager + DistanceFromHome + DailyRate + StockOptionLevel + PerformanceRating+HourlyRate + OverTime + YearsSinceLastPromotion + RelationshipSatisfaction + YearsInCurrentRole + PercentSalaryHike + TrainingTimesLastYear + MonthlyRate + JobSatisfaction + JobInvolvement, data = employeeClean)

summary(LMSalaryMod)
## 
## Call:
## lm(formula = MonthlyIncome ~ JobLevel + Age + TotalWorkingYears + 
##     YearsAtCompany + WorkLifeBalance + YearsWithCurrManager + 
##     DistanceFromHome + DailyRate + StockOptionLevel + PerformanceRating + 
##     HourlyRate + OverTime + YearsSinceLastPromotion + RelationshipSatisfaction + 
##     YearsInCurrentRole + PercentSalaryHike + TrainingTimesLastYear + 
##     MonthlyRate + JobSatisfaction + JobInvolvement, data = employeeClean)
## 
## Residuals:
##     Min      1Q  Median      3Q     Max 
## -5768.7  -848.1    22.2   719.6  4052.1 
## 
## Coefficients:
##                            Estimate Std. Error t value Pr(>|t|)    
## (Intercept)              -1.187e+03  6.461e+02  -1.837  0.06655 .  
## JobLevel                  3.734e+03  6.938e+01  53.810  < 2e-16 ***
## Age                      -3.876e+00  7.128e+00  -0.544  0.58672    
## TotalWorkingYears         7.349e+01  1.317e+01   5.580 3.24e-08 ***
## YearsAtCompany           -7.383e+00  1.690e+01  -0.437  0.66237    
## WorkLifeBalance          -4.782e+01  6.633e+01  -0.721  0.47111    
## YearsWithCurrManager     -5.020e+01  2.134e+01  -2.353  0.01886 *  
## DistanceFromHome         -1.609e+01  5.813e+00  -2.769  0.00575 ** 
## DailyRate                -5.117e-02  1.178e-01  -0.434  0.66414    
## StockOptionLevel          3.217e+00  5.537e+01   0.058  0.95368    
## PerformanceRating        -3.230e+02  2.076e+02  -1.556  0.12017    
## HourlyRate                1.696e+00  2.359e+00   0.719  0.47234    
## OverTimeYes               7.882e+00  1.038e+02   0.076  0.93949    
## YearsSinceLastPromotion   3.381e+00  1.953e+01   0.173  0.86263    
## RelationshipSatisfaction  1.245e+01  4.271e+01   0.292  0.77070    
## YearsInCurrentRole       -7.878e+00  2.174e+01  -0.362  0.71717    
## PercentSalaryHike         3.482e+01  2.034e+01   1.711  0.08736 .  
## TrainingTimesLastYear     2.003e+01  3.715e+01   0.539  0.58998    
## MonthlyRate              -5.434e-03  6.655e-03  -0.817  0.41441    
## JobSatisfaction          -6.510e+00  4.258e+01  -0.153  0.87853    
## JobInvolvement            1.037e+02  6.736e+01   1.540  0.12388    
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## Residual standard error: 1379 on 849 degrees of freedom
## Multiple R-squared:  0.9121, Adjusted R-squared:  0.9101 
## F-statistic: 440.7 on 20 and 849 DF,  p-value: < 2.2e-16
rss = c(crossprod(LMSalaryMod$residuals))
mse = rss / length(LMSalaryMod$residuals)
rmse = sqrt(mse)
sig2 = rss / LMSalaryMod$df.residual

rmse
## [1] 1362.027

#Predicted Salary to include in file

SalaryPredict = predict(LMSalaryMod, newdata = employeeSalaryClean)
SalaryPredict
##         1         2         3         4         5         6         7         8 
##  5826.610  2303.216 14589.857  2270.876  1701.300  7241.609  5612.776  1874.902 
##         9        10        11        12        13        14        15        16 
##  1842.756 14966.752 11030.029  2519.027  6275.437  6214.154  6735.748  6150.478 
##        17        18        19        20        21        22        23        24 
##  5845.590  6337.404  6100.131  2492.957  6010.540  9484.753  9621.037  5990.441 
##        25        26        27        28        29        30        31        32 
## 11010.625 10040.771 10195.314 14080.101  5924.457  2493.195  2390.403  6724.036 
##        33        34        35        36        37        38        39        40 
##  6528.015  3032.869 14915.608  6001.979 10752.997  6161.324  2116.086  2202.938 
##        41        42        43        44        45        46        47        48 
## 18172.964  2432.320  2702.600  9938.464  6250.441  5821.792  2330.082  5945.411 
##        49        50        51        52        53        54        55        56 
##  2036.885  2966.814  2197.968  2297.539  6416.872  6552.273 15265.163  2250.636 
##        57        58        59        60        61        62        63        64 
##  6107.025  9972.113  2191.682  2349.056  6302.839  9915.492  9970.717  2211.897 
##        65        66        67        68        69        70        71        72 
##  2454.732  2350.129 10787.132 10285.981  6341.811  2468.537  3136.967  9903.953 
##        73        74        75        76        77        78        79        80 
## 10545.833  6173.775  1884.334  6156.535  2155.905  2027.726  2295.431  5871.896 
##        81        82        83        84        85        86        87        88 
##  2483.553  5765.592  6379.151  2362.669  6308.380  9714.901 11589.075  1910.552 
##        89        90        91        92        93        94        95        96 
## 10757.848 19058.021  2113.657  5682.296  6533.133  6562.299  1842.754 18298.646 
##        97        98        99       100       101       102       103       104 
##  1892.104 10136.501 15411.322  2081.913  5857.718  6042.942  2336.032  2083.511 
##       105       106       107       108       109       110       111       112 
##  5771.485  2028.560  6926.677  1979.243  9488.912 18492.518  1878.195 10520.018 
##       113       114       115       116       117       118       119       120 
##  2418.989  2354.571  6142.955  2557.089  2068.837  6100.061 10247.910  2184.135 
##       121       122       123       124       125       126       127       128 
##  6276.896  2307.619  6380.535  6069.782  5911.523  6243.643  2157.719 15142.624 
##       129       130       131       132       133       134       135       136 
##  9932.743  1932.912  6811.899  6275.361  6152.920  7030.077  2236.372  6305.912 
##       137       138       139       140       141       142       143       144 
##  2295.179  6099.601 18503.998  6255.406 10600.052  6573.293  5886.679  6445.606 
##       145       146       147       148       149       150       151       152 
##  6031.126  2170.054  2232.600  9939.551 10005.422  2217.014  6153.979  6421.713 
##       153       154       155       156       157       158       159       160 
##  5947.150 10976.930 14241.646 18366.309  6341.135  5872.149  6088.371 10825.154 
##       161       162       163       164       165       166       167       168 
##  5983.375  2437.866  9690.513  2230.655  5899.220  1885.337  5633.190 10339.536 
##       169       170       171       172       173       174       175       176 
##  9904.198  6040.697  1658.331  2319.689 10124.870  6486.530  2117.113  2137.062 
##       177       178       179       180       181       182       183       184 
##  6042.279  9801.944  2023.329  5838.997 11283.622  2017.620  6242.082  2510.361 
##       185       186       187       188       189       190       191       192 
##  2502.000  2565.091  6412.265 14028.492  6814.057  2338.680  6465.490  6212.421 
##       193       194       195       196       197       198       199       200 
##  6419.863  2093.522  6230.537  2257.328  3446.406 18666.710  5916.643  2216.090 
##       201       202       203       204       205       206       207       208 
##  2561.805  6075.067  2132.059  6215.446  6039.915 14520.182 18209.459  5987.560 
##       209       210       211       212       213       214       215       216 
##  6015.991  6587.112  2481.654  2166.845  2236.285  6297.827  9275.803  9921.386 
##       217       218       219       220       221       222       223       224 
##  6230.197  2545.048  2358.466  5895.071  5696.956  5979.830  9666.161  5880.774 
##       225       226       227       228       229       230       231       232 
##  6048.001  6209.454  3172.598  2168.906  2378.218  6179.115 17899.639  6129.307 
##       233       234       235       236       237       238       239       240 
##  6354.505 11816.907  2703.066  2521.481  2163.496  6034.841  5685.280  5971.178 
##       241       242       243       244       245       246       247       248 
##  6244.211 10341.728  9862.897  6778.977 10272.006  2396.657  6891.714  5952.797 
##       249       250       251       252       253       254       255       256 
## 10830.104  2357.852 10400.247 15189.236  5948.059 14140.088  2270.973  2012.773 
##       257       258       259       260       261       262       263       264 
##  2444.661  5906.356 14688.993  2268.081 10037.771 14392.375  6448.134  2011.578 
##       265       266       267       268       269       270       271       272 
##  2344.399  2397.111  2949.420  6315.664 10114.068 13342.899  5581.050  6107.859 
##       273       274       275       276       277       278       279       280 
## 10752.030  5977.006  6528.913  5998.853  6087.245  2302.515  2403.273  6292.124 
##       281       282       283       284       285       286       287       288 
##  2125.828  6016.289  6703.135  1977.768  6125.026 15022.313  2435.363  6928.530 
##       289       290       291       292       293       294       295       296 
##  2108.994  6201.815  2215.264 10379.660  1947.508 10311.687  2107.849  1856.947 
##       297       298       299       300 
##  9994.818  5842.411  2304.075  2006.681

#Wrote Predicted Salary to file

employeeSalaryClean$PredictedSalary = unlist(SalaryPredict)
PredictionSalaryDF = data.frame(c(employeeSalaryClean$ï..ID), c(employeeSalaryClean$PredictedSalary))

SalaryPrediction = unlist(SalaryPredict)

employeeSalary$SalaryPrediction = SalaryPrediction
employeeSalary$SalaryPrediction
##   [1]  5826.610  2303.216 14589.857  2270.876  1701.300  7241.609  5612.776
##   [8]  1874.902  1842.756 14966.752 11030.029  2519.027  6275.437  6214.154
##  [15]  6735.748  6150.478  5845.590  6337.404  6100.131  2492.957  6010.540
##  [22]  9484.753  9621.037  5990.441 11010.625 10040.771 10195.314 14080.101
##  [29]  5924.457  2493.195  2390.403  6724.036  6528.015  3032.869 14915.608
##  [36]  6001.979 10752.997  6161.324  2116.086  2202.938 18172.964  2432.320
##  [43]  2702.600  9938.464  6250.441  5821.792  2330.082  5945.411  2036.885
##  [50]  2966.814  2197.968  2297.539  6416.872  6552.273 15265.163  2250.636
##  [57]  6107.025  9972.113  2191.682  2349.056  6302.839  9915.492  9970.717
##  [64]  2211.897  2454.732  2350.129 10787.132 10285.981  6341.811  2468.537
##  [71]  3136.967  9903.953 10545.833  6173.775  1884.334  6156.535  2155.905
##  [78]  2027.726  2295.431  5871.896  2483.553  5765.592  6379.151  2362.669
##  [85]  6308.380  9714.901 11589.075  1910.552 10757.848 19058.021  2113.657
##  [92]  5682.296  6533.133  6562.299  1842.754 18298.646  1892.104 10136.501
##  [99] 15411.322  2081.913  5857.718  6042.942  2336.032  2083.511  5771.485
## [106]  2028.560  6926.677  1979.243  9488.912 18492.518  1878.195 10520.018
## [113]  2418.989  2354.571  6142.955  2557.089  2068.837  6100.061 10247.910
## [120]  2184.135  6276.896  2307.619  6380.535  6069.782  5911.523  6243.643
## [127]  2157.719 15142.624  9932.743  1932.912  6811.899  6275.361  6152.920
## [134]  7030.077  2236.372  6305.912  2295.179  6099.601 18503.998  6255.406
## [141] 10600.052  6573.293  5886.679  6445.606  6031.126  2170.054  2232.600
## [148]  9939.551 10005.422  2217.014  6153.979  6421.713  5947.150 10976.930
## [155] 14241.646 18366.309  6341.135  5872.149  6088.371 10825.154  5983.375
## [162]  2437.866  9690.513  2230.655  5899.220  1885.337  5633.190 10339.536
## [169]  9904.198  6040.697  1658.331  2319.689 10124.870  6486.530  2117.113
## [176]  2137.062  6042.279  9801.944  2023.329  5838.997 11283.622  2017.620
## [183]  6242.082  2510.361  2502.000  2565.091  6412.265 14028.492  6814.057
## [190]  2338.680  6465.490  6212.421  6419.863  2093.522  6230.537  2257.328
## [197]  3446.406 18666.710  5916.643  2216.090  2561.805  6075.067  2132.059
## [204]  6215.446  6039.915 14520.182 18209.459  5987.560  6015.991  6587.112
## [211]  2481.654  2166.845  2236.285  6297.827  9275.803  9921.386  6230.197
## [218]  2545.048  2358.466  5895.071  5696.956  5979.830  9666.161  5880.774
## [225]  6048.001  6209.454  3172.598  2168.906  2378.218  6179.115 17899.639
## [232]  6129.307  6354.505 11816.907  2703.066  2521.481  2163.496  6034.841
## [239]  5685.280  5971.178  6244.211 10341.728  9862.897  6778.977 10272.006
## [246]  2396.657  6891.714  5952.797 10830.104  2357.852 10400.247 15189.236
## [253]  5948.059 14140.088  2270.973  2012.773  2444.661  5906.356 14688.993
## [260]  2268.081 10037.771 14392.375  6448.134  2011.578  2344.399  2397.111
## [267]  2949.420  6315.664 10114.068 13342.899  5581.050  6107.859 10752.030
## [274]  5977.006  6528.913  5998.853  6087.245  2302.515  2403.273  6292.124
## [281]  2125.828  6016.289  6703.135  1977.768  6125.026 15022.313  2435.363
## [288]  6928.530  2108.994  6201.815  2215.264 10379.660  1947.508 10311.687
## [295]  2107.849  1856.947  9994.818  5842.411  2304.075  2006.681
head(employeeSalary)
##   ï..ID Age Attrition    BusinessTravel DailyRate             Department
## 1   871  43        No Travel_Frequently      1422                  Sales
## 2   872  33        No     Travel_Rarely       461 Research & Development
## 3   873  55       Yes     Travel_Rarely       267                  Sales
## 4   874  36        No        Non-Travel      1351 Research & Development
## 5   875  27        No     Travel_Rarely      1302 Research & Development
## 6   876  39       Yes     Travel_Rarely       895                  Sales
##   DistanceFromHome Education   EducationField EmployeeCount EmployeeNumber
## 1                2         4    Life Sciences             1           1849
## 2               13         1    Life Sciences             1            995
## 3               13         4        Marketing             1           1372
## 4                9         4    Life Sciences             1           1949
## 5               19         3            Other             1           1619
## 6                5         3 Technical Degree             1             42
##   EnvironmentSatisfaction Gender HourlyRate JobInvolvement JobLevel
## 1                       1   Male         92              3        2
## 2                       2 Female         53              3        1
## 3                       1   Male         85              4        4
## 4                       1   Male         66              4        1
## 5                       4   Male         67              2        1
## 6                       4   Male         56              3        2
##                 JobRole JobSatisfaction MaritalStatus MonthlyRate
## 1       Sales Executive               4       Married       19246
## 2    Research Scientist               4        Single       17241
## 3       Sales Executive               3        Single        9277
## 4 Laboratory Technician               2       Married        9238
## 5 Laboratory Technician               1      Divorced       16290
## 6  Sales Representative               4       Married        3335
##   NumCompaniesWorked Over18 OverTime PercentSalaryHike PerformanceRating
## 1                  1      Y       No                20                 4
## 2                  3      Y       No                18                 3
## 3                  6      Y      Yes                17                 3
## 4                  1      Y       No                22                 4
## 5                  1      Y       No                11                 3
## 6                  3      Y       No                14                 3
##   RelationshipSatisfaction StandardHours StockOptionLevel TotalWorkingYears
## 1                        3            80                1                 7
## 2                        1            80                0                 5
## 3                        3            80                0                24
## 4                        2            80                0                 5
## 5                        1            80                2                 7
## 6                        3            80                1                19
##   TrainingTimesLastYear WorkLifeBalance YearsAtCompany YearsInCurrentRole
## 1                     5               3              7                  7
## 2                     4               3              3                  2
## 3                     2               2             19                  7
## 4                     3               3              5                  4
## 5                     3               3              7                  7
## 6                     6               4              1                  0
##   YearsSinceLastPromotion YearsWithCurrManager SalaryPrediction
## 1                       7                    7         5826.610
## 2                       0                    2         2303.216
## 3                       3                    8        14589.857
## 4                       0                    2         2270.876
## 5                       0                    7         1701.300
## 6                       0                    0         7241.609
write.csv(PredictionSalaryDF, "SalaryPrediction.csv", row.names = TRUE)

#Predicted Attrition and wrote to file

employeeNoAttri = read.csv(file.choose(), header = TRUE) 

classifier1 = naiveBayes(model[,-c(1,5,9,10,11,14,21,23,24,28, 37:45)],model$Attrition)

attrition_pred = predict(classifier1, employeeClean)
employeeClean$PredictAttrition = unlist(attrition_pred)

PredictionsAttritionDF = data.frame(c(employeeClean$ID), c(employeeClean$PredictAttrition))

write.csv(PredictionsAttritionDF, "AttritionPrediction.csv", row.names = TRUE)